1
|
Li C, Wen Y, Tong Q, Peng Y, Yu D, Rao Y, Zeng Y. Gut microbiota-melatonin signaling axis in acute pancreatitis: Revealing the impact of gut health on pancreatic inflammation and disease severity in a case-control study. Medicine (Baltimore) 2024; 103:e38689. [PMID: 38996098 PMCID: PMC11245267 DOI: 10.1097/md.0000000000038689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/03/2024] [Indexed: 07/14/2024] Open
Abstract
Acute pancreatitis (AP), a severe inflammatory condition affecting the pancreas requires investigation into its predictors. Melatonin, a compound with anti-inflammatory and antioxidant properties, has shown promise in managing AP. Additionally, the gut microbiota, a community of microorganisms residing in the intestines has been linked to AP development. This study aims to explore the correlation between melatonin and gut microbiota in predicting AP severity. This study involved 199 participants, with 99 diagnosed with AP and 100 serving as healthy controls. The AP patients were categorized into 2 groups based on the severity of their condition: mild AP (MAP) and severe AP (SAP). Serum melatonin levels were measured on Days 1, 3, and 5 of hospitalization, and gut microbiota composition was examined via 16S rRNA gene sequencing. Other parameters were evaluated, such as the Acute Physiology and Chronic Health Evaluation (APACHE) score, Ranson, and Acute Gastrointestinal Injury (AGI) scores. Melatonin levels were significantly lower in subjects with severe AP compared those with mild AP (18.2 ng/mL vs 32.2 ng/mL, P = .001), and melatonin levels decreased significantly in patients with AP on Days 3 and 5. The study also revealed that individuals with AP exhibited a significantly altered gut microbiota composition compared to control individuals, with a lower Shannon index and higher Simpson index. The AUCs for Simpson index and F/B ratio were significantly higher than those for other biomarkers, indicating that these gut microbiota markers may also be useful for AP prediction. The study proposes that there is a relationship between melatonin levels and the dynamics of gut microbiota profiles in relation to the severity of AP. As a result, the severity of the disease can be assessed by assessing the levels of serum melatonin and gut microbiota profiles.
Collapse
Affiliation(s)
- Chao Li
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Yangfen Wen
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Qiwen Tong
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Yi Peng
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Dan Yu
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Yisong Rao
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| | - Yuehong Zeng
- Department of General Surgery, Yiyang Central Hospital, Yiyang City, China
| |
Collapse
|
2
|
Quinger F, Kern J, Bosse A, Seifert J, Rodehutscord M, Siegert W. Effects of carriers for oils in compound feeds on growth performance, nutrient digestibility, and gut microbiota in broiler chickens. Poult Sci 2024; 103:103803. [PMID: 38781767 PMCID: PMC11145542 DOI: 10.1016/j.psj.2024.103803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/17/2024] [Accepted: 04/23/2024] [Indexed: 05/25/2024] Open
Abstract
Carrier materials for oils in compound feeds may be used in animal nutrition to supply liquid feed additives. However, implications of such carriers for the digestibility of the contained oil are unknown. This study investigated the potential of oil carriers in compound feed and their effect on performance, metabolizable energy, fatty acid (FA) retention, amino acid (AA) digestibility, and gut microbiota in broiler chickens. Six experimental diets were formulated following a 2 × 3 factorial arrangement with 20 g/kg or 40 g/kg of rapeseed oil supplied with no carrier or bound in a silica-based (SC) or lignocellulose-based (LC) carrier in a 1:1 mass ratio. The diets were assigned to 48 metabolism units with 15 animals each based on a randomized complete block design and fed from d 18 to 28 of the trial. Total excreta were collected from d 24 to 27 and used to determine total tract retention (TTR) of FA and MEn. On d 28, AA digestibility both by the distal half of the jejunum and the distal half of the ileum was determined, and microbiota of ileal and cecal digesta was analyzed using 16S ribosomal RNA sequencing. There were significant interactions for ADG, ADFI, the gain:feed ratio (G:F), MEn, and the TTR of crude fat and most fatty acids (P ≤ 0.046) except for C18, C18:2, and C22:0. Addition of SC decreased ADG, ADFI, and G:F (P < 0.001), while LC at 40 g/kg oil inclusion increased G:F and MEn (P < 0.001) for both inclusion levels. The TTR of crude fat and the FA C18:1, C18:2, C18:3, and C22:0 was increased by the addition of SC (P ≤ 0.016), while LC increased the TTR of the FA C18:1 and C18:2 as well as the TTR of C18:3 at 20 g/kg oil inclusion (P ≤ 0.016). Adding SC and LC increased the digestibility of 7 and 2 AA by the distal half of the jejunum, respectively, and the digestibility of 8 and 13 AA by the distal half of the ileum, respectively (P ≤ 0.039). The β-diversity and abundance of some taxa were altered by addition of LC and SC in the ceca while no treatment effect on the ileal microbiota was found. The results give no indication of an incomplete release of the oil from the carriers because the TTR of most FA was increased upon addition of SC and LC. LC may be used to supply liposoluble feed additives without drawbacks for nutrient digestibility and growth while SC requires further examination.
Collapse
Affiliation(s)
- Florian Quinger
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany
| | - Julia Kern
- J. Rettenmaier & Söhne GmbH + Co KG, 73494 Rosenberg, Germany
| | - Astrid Bosse
- J. Rettenmaier & Söhne GmbH + Co KG, 73494 Rosenberg, Germany
| | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany; Hohenheim Center for Livestock Microbiome Research (HoLMiR), University of Hohenheim, 70599 Stuttgart, Germany
| | - Markus Rodehutscord
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany; Hohenheim Center for Livestock Microbiome Research (HoLMiR), University of Hohenheim, 70599 Stuttgart, Germany
| | - Wolfgang Siegert
- Department of Animal Sciences, University of Göttingen, 37077 Göttingen, Germany.
| |
Collapse
|
3
|
Foysal MJ, Salgar-Chaparro SJ. Improving the efficiency of DNA extraction from iron incrustations and oilfield-produced water. Sci Rep 2024; 14:2954. [PMID: 38316948 PMCID: PMC10844625 DOI: 10.1038/s41598-024-53134-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/29/2024] [Indexed: 02/07/2024] Open
Abstract
The quantity and quality of DNA isolated from environmental samples are crucial for getting robust high-throughput sequencing data commonly used for microbial community analysis. The differences in the nature and physicochemical properties of environmental samples impact DNA yields, and therefore, an optimisation of the protocols is always recommended. For instance, samples collected from corroded areas contain high concentrations of metals, salts, and hydrocarbons that can interfere with several steps of the DNA extraction protocols, thereby reducing yield and quality. In this study, we compared the efficiency of commercially available DNA extraction kits and laboratory-adopted methods for microbial community analysis of iron incrustations and oilfield-produced water samples. Modifications to the kits manufacturers' protocols were included to maximise the yield and quality. For iron incrustations, the modified protocol for FastDNA Spin Kit for Soil yielded higher DNA and resulted in higher diversity, including the recovery of low-abundant and rare taxa in the samples, compared to DNeasy PowerSoil Pro Kit. The DNA extracted with modified phenol-chloroform methods yielded higher DNA but failed to pass quality control PCR for 16S sequencing with and without purification. The protocols mentioned here can be used to maximise DNA recovery from iron incrustations and oilfield-produced water samples.
Collapse
Affiliation(s)
- Md Javed Foysal
- Curtin Corrosion Centre, Western Australian School of Mines, Minerals and Energy, Curtin University, Bentley, WA, Australia
- School of Environmental and Life Sciences, The University of Newcastle, Callaghan, NSW, Australia
- Department of Genetic Engineering and Biotechnology, Shahjalal University of Science and Technology, Sylhet, Bangladesh
| | - Silvia J Salgar-Chaparro
- Curtin Corrosion Centre, Western Australian School of Mines, Minerals and Energy, Curtin University, Bentley, WA, Australia.
| |
Collapse
|
4
|
Rintarhat P, Cho YJ, Koh H, Park S, Lee EJ, Lim H, Noh J, Lee DW, Jung WH. Assessment of DNA extraction methods for human gut mycobiome analysis. ROYAL SOCIETY OPEN SCIENCE 2024; 11:231129. [PMID: 38204788 PMCID: PMC10776226 DOI: 10.1098/rsos.231129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024]
Abstract
The gut mycobiome plays an important role in the health and disease of the human gut, but its exact function is still under investigation. While there is a wealth of information available on the bacterial community of the human gut microbiome, research on the fungal community is still relatively limited. In particular, technical methodologies for mycobiome analysis, especially the DNA extraction method for human faecal samples, varied in different studies. In the current study, two commercial kits commonly used in DNA extraction, the QIAamp® Fast DNA Stool Mini Kit and DNeasy PowerSoil Pro Kit, and one manual method, the International Human Microbiome Standards Protocol Q, were compared. Furthermore, the effectiveness of two different bead-beating machines, the Mini-Beadbeater-16 and FastPrep-24TM 5G, was compared in parallel. A mock fungal community with a known composition of fungal strains was also generated and included to compare different DNA extraction methods. Our results suggested that the method using the DNeasy PowerSoil Pro Kit and Mini-Beadbeater-16 provides the best results to extract DNA from human faecal samples. Based on our data, we propose a standard operating procedure for DNA extraction from human faecal samples for mycobiome analysis.
Collapse
Affiliation(s)
- Piyapat Rintarhat
- Department of Systems Biotechnology, Chung-Ang University, Anseong 17546, Korea
| | - Yong-Joon Cho
- Department of Molecular Bioscience, Kangwon National University, Chuncheon 24341, Korea
| | - Hong Koh
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Sowon Park
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Joo Lee
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hyeji Lim
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jihye Noh
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Dong-Woo Lee
- Department of Biotechnology, Yonsei University, Seoul, Korea
| | - Won Hee Jung
- Department of Systems Biotechnology, Chung-Ang University, Anseong 17546, Korea
| |
Collapse
|
5
|
Dahl SA, Seifert J, Camarinha-Silva A, Hernández-Arriaga A, Windisch W, König A. "Get the best out of what comes in" - adaptation of the microbiota of chamois ( Rupicapra rupicapra) to seasonal forage availability in the Bavarian Alps. Front Microbiol 2023; 14:1238744. [PMID: 37849922 PMCID: PMC10577445 DOI: 10.3389/fmicb.2023.1238744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 09/11/2023] [Indexed: 10/19/2023] Open
Abstract
As an inhabitant of the Alps, chamois are exposed to significant climatic changes throughout the year and are also strongly confronted with changing forage availability. Besides horizontal and vertical migratory movements as an adaptation, it undergoes physiological transformations and dynamic changes in the ruminal microbiota. The following study used 48 chamois of different ages and genders to investigate to which extent the ingested food plants, the resulting crude nutrients in the rumen (reticulorumen) contents, and the bacterial microbiota in the rumen and their fermentation products were influenced by the changes over the seasons. Very little is known about the microbiota of wild ruminants, and many bacterial taxa could only be determined to certain taxonomic levels in this study. However, adapted microbiota reflects the significant changes in the ingested forage and the resulting crude nutrients. For some taxa, our results indicated potential functional relationships. In addition, 15 genera were identified, representing almost 90% of the relative abundance, forming the central part of the microbial community throughout the year. The successful and flexible adaptation of chamois is reflected in the chamois rumen's nutrient and microbial profile. This is also the first study that analyzes the microbiota of the chamois using rumen samples and considers the microbiota in a seasonal comparison.
Collapse
Affiliation(s)
- Sarah-Alica Dahl
- Wildlife Biology and Management Unit, Chair of Animal Nutrition and Metabolism, Technical University of Munich, Freising, Germany
| | - Jana Seifert
- HoLMiR – Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Amélia Camarinha-Silva
- HoLMiR – Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Angélica Hernández-Arriaga
- HoLMiR – Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Wilhelm Windisch
- TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Andreas König
- Wildlife Biology and Management Unit, Chair of Animal Nutrition and Metabolism, Technical University of Munich, Freising, Germany
| |
Collapse
|
6
|
Arce-Rodríguez A, Libby E, Castellón E, Avendaño R, Cambronero JC, Vargas M, Pieper DH, Bertilsson S, Chavarría M, Puente-Sánchez F. Out of the blue: the independent activity of sulfur-oxidizers and diatoms mediate the sudden color shift of a tropical river. ENVIRONMENTAL MICROBIOME 2023; 18:6. [PMID: 36658604 PMCID: PMC9854191 DOI: 10.1186/s40793-023-00464-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 01/10/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Río Celeste ("Sky-Blue River") is a river located in the Tenorio National Park (Costa Rica) that has become an important hotspot for eco-tourism due to its striking sky-blue color. A previous study indicated that this color is not caused by dissolved chemical species, but by formation of light-scattering aluminosilicate particles at the mixing point of two colorless streams, the acidic Quebrada Agria and the neutral Río Buenavista. RESULTS We now present microbiological information on Río Celeste and its two tributaries, as well as a more detailed characterization of the particles that occur at the mixing point. Our results overturn the previous belief that the light scattering particles are formed by the aggregation of smaller particles coming from Río Buenavista, and rather point to chemical formation of hydroxyaluminosilicate colloids when Quebrada Agria is partially neutralized by Río Buenavista, which also contributes silica to the reaction. The process is mediated by the activities of different microorganisms in both streams. In Quebrada Agria, sulfur-oxidizing bacteria generate an acidic environment, which in turn cause dissolution and mobilization of aluminum and other metals. In Río Buenavista, the growth of diatoms transforms dissolved silicon into colloidal biogenic forms which may facilitate particle precipitation. CONCLUSIONS We show how the sky-blue color of Río Celeste arises from the tight interaction between chemical and biological processes, in what constitutes a textbook example of emergent behavior in environmental microbiology.
Collapse
Affiliation(s)
- Alejandro Arce-Rodríguez
- Institute of Microbiology, Technical University of Braunschweig, 38106, Brunswick, Germany
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Eduardo Libby
- Escuela de Química, Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Erick Castellón
- Escuela de Química, Universidad de Costa Rica, San José, 11501-2060, Costa Rica
- Centro de Investigación en Ciencia e Ingeniería de Materiales (CICIMA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Roberto Avendaño
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, San José, 1174-1200, Costa Rica
| | - Juan Carlos Cambronero
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Maribel Vargas
- Centro de Investigaciones en Estructuras Microscópicas (CIEMic), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Dietmar H Pieper
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Stefan Bertilsson
- Deparment of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Lennart Hjelms Väg 9, 756 51, Uppsala, Sweden
| | - Max Chavarría
- Escuela de Química, Universidad de Costa Rica, San José, 11501-2060, Costa Rica
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, San José, 1174-1200, Costa Rica
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Fernando Puente-Sánchez
- Deparment of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Lennart Hjelms Väg 9, 756 51, Uppsala, Sweden.
| |
Collapse
|
7
|
Klein N, Sarpong N, Melzer T, Feuerstein D, Heyer CME, Camarinha-Silva A, Rodehutscord M. Effect of dietary calcium concentration and exogenous phytase on inositol phosphate degradation, mineral digestibility, and gut microbiota in growing pigs. J Anim Sci 2023; 101:skad254. [PMID: 37526942 PMCID: PMC10464513 DOI: 10.1093/jas/skad254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 07/29/2023] [Indexed: 08/02/2023] Open
Abstract
Variations in the dietary Ca concentration may affect inositol phosphate (InsP) degradation, and thereby, P digestibility in pigs. This study assessed the effects of dietary Ca concentration and exogenous phytase on InsP degradation, nutrient digestion and retention, blood metabolites, and microbiota composition in growing pigs with ileal cannulation. In a completely randomized row-column design with four periods, eight ileal-cannulated barrows (initial body weight 27 kg) were fed four corn-soybean- and rapeseed meal-based diets containing 5.5 or 8.5 g Ca/kg dry matter (DM), with or without 1,500 FTU of an exogenous hybrid-6-phytase/kg diet. No mineral P was added and the P concentration in the feed was 4.8 g P/kg DM. Prececal InsP6 disappearance in pigs fed diets containing exogenous phytase was lower (P = 0.022) with additional Ca than without. Concentrations of InsP2-4 isomers and myo-inositol in the distal ileal digesta and prececal P digestibility were greater (P < 0.001) with exogenous phytase than without exogenous phytase. In feces, InsP6 disappearance was lower (P < 0.002) and concentration of InsP5 and InsP4 isomers was higher (P ≤ 0.031) with additional Ca compared to without additional Ca. The prececal amino acid digestibility, energy digestibility, and hindgut disappearance of energy did not differ. The Shannon diversity index of the microbiota in the distal ileal digesta and feces was similar among the diets but was lower in the distal ileal digesta than in the feces (P < 0.001). Permutation analysis of variance revealed no dietary differences between the bacterial groups within the ileal digesta and fecal samples (P > 0.05). In conclusion, additional Ca reduced the effect of exogenous phytase on prececal InsP6 degradation. Endogenous InsP degradation was impaired by additional Ca only in the hindgut but the abundance of bacterial genera in feces was not affected.
Collapse
Affiliation(s)
- Nicolas Klein
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany
| | - Naomi Sarpong
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany
| | - Tanja Melzer
- Core Facility Hohenheim, University of Hohenheim, 70599 Stuttgart, Germany
| | | | - Charlotte M E Heyer
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany
| | | | - Markus Rodehutscord
- Institute of Animal Science, University of Hohenheim, 70599 Stuttgart, Germany
| |
Collapse
|
8
|
Tröscher-Mußotter J, Deusch S, Borda-Molina D, Frahm J, Dänicke S, Camarinha-Silva A, Huber K, Seifert J. Cow's microbiome from antepartum to postpartum: A long-term study covering two physiological challenges. Front Microbiol 2022; 13:1000750. [PMID: 36466656 PMCID: PMC9709127 DOI: 10.3389/fmicb.2022.1000750] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 10/21/2022] [Indexed: 10/02/2023] Open
Abstract
Little is known about the interplay between the ruminant microbiome and the host during challenging events. This long-term study investigated the ruminal and duodenal microbiome and metabolites during calving as an individual challenge and a lipopolysaccharide-induced systemic inflammation as a standardized challenge. Strong inter- and intra-individual microbiome changes were noted during the entire trial period of 168 days and between the 12 sampling time points. Bifidobacterium increased significantly at 3 days after calving. Both challenges increased the intestinal abundance of fiber-associated taxa, e.g., Butyrivibrio and unclassified Ruminococcaceae. NMR analyses of rumen and duodenum samples identified up to 60 metabolites out of which fatty and amino acids, amines, and urea varied in concentrations triggered by the two challenges. Correlation analyses between these parameters indicated a close connection and dependency of the microbiome with its host. It turns out that the combination of phylogenetic with metabolite information supports the understanding of the true scenario in the forestomach system. The individual stages of the production cycle in dairy cows reveal specific criteria for the interaction pattern between microbial functions and host responses.
Collapse
Affiliation(s)
- Johanna Tröscher-Mußotter
- HoLMiR—Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Simon Deusch
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | | | - Jana Frahm
- Institute of Animal Nutrition, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Braunschweig, Germany
| | - Sven Dänicke
- Institute of Animal Nutrition, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Braunschweig, Germany
| | - Amélia Camarinha-Silva
- HoLMiR—Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Korinna Huber
- HoLMiR—Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Jana Seifert
- HoLMiR—Hohenheim Center for Livestock Microbiome Research, University of Hohenheim, Stuttgart, Germany
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| |
Collapse
|
9
|
Hoque MN, Rahman MS, Islam T, Sultana M, Crandall KA, Hossain MA. Induction of mastitis by cow-to-mouse fecal and milk microbiota transplantation causes microbiome dysbiosis and genomic functional perturbation in mice. Anim Microbiome 2022; 4:43. [PMID: 35794639 PMCID: PMC9258091 DOI: 10.1186/s42523-022-00193-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 06/28/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Mastitis pathogenesis involves a wide range of opportunistic and apparently resident microorganims including bacteria, viruses and archaea. In dairy animals, microbes reside in the host, interact with environment and evade the host immune system, providing a potential for host-tropism to favor mastitis pathogenesis. To understand the host-tropism phenomena of bovine-tropic mastitis microbiomes, we developed a cow-to-mouse mastitis model. METHODS A cow-to-mouse mastitis model was established by fecal microbiota transplantation (FMT) and milk microbiota transplantation (MMT) to pregnant mice to assess microbiome dysbiosis and genomic functional perturbations through shotgun whole metagenome sequencing (WMS) along with histopathological changes in mice mammary gland and colon tissues. RESULTS The cow-to-mouse FMT and MMT from clinical mastitis (CM) cows induced mastitis syndromes in mice as evidenced by histopathological changes in mammary gland and colon tissues. The WMS of 24 samples including six milk (CM = 3, healthy; H = 3), six fecal (CM = 4, H = 2) samples from cows, and six fecal (CM = 4, H = 2) and six mammary tissue (CM = 3, H = 3) samples from mice generating 517.14 million reads (average: 21.55 million reads/sample) mapped to 2191 bacterial, 94 viral and 54 archaeal genomes. The Kruskal-Wallis test revealed significant differences (p = 0.009) in diversity, composition, and relative abundances in microbiomes between CM- and H-metagenomes. These differences in microbiome composition were mostly represented by Pseudomonas aeruginosa, Lactobacillus crispatus, Klebsiella oxytoca, Enterococcus faecalis, Pantoea dispersa in CM-cows (feces and milk), and Muribaculum spp., Duncaniella spp., Muribaculum intestinale, Bifidobacterium animalis, Escherichia coli, Staphylococcus aureus, Massilia oculi, Ralstonia pickettii in CM-mice (feces and mammary tissues). Different species of Clostridia, Bacteroida, Actinobacteria, Flavobacteriia and Betaproteobacteria had a strong co-occurrence and positive correlation as the indicator species of murine mastitis. However, both CM cows and mice shared few mastitis-associated microbial taxa (1.14%) and functional pathways regardless of conservation of mastitis syndromes, indicating the higher discrepancy in mastitis-associated microbiomes among lactating mammals. CONCLUSIONS We successfully induced mastitis by FMT and MMT that resulted in microbiome dysbiosis and genomic functional perturbations in mice. This study induced mastitis in a mouse model through FMT and MMT, which might be useful for further studies- focused on pathogen(s) involved in mastitis, their cross-talk among themselves and the host.
Collapse
Affiliation(s)
- M Nazmul Hoque
- Department of Gynecology, Obstetrics and Reproductive Health, Bangabandhu Sheikh Mujibur Rahman Agricultural University (BSMRAU), Gazipur, 1706, Bangladesh
| | - M Shaminur Rahman
- Department of Microbiology, Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | - Tofazzal Islam
- Institute of Biotechnology and Genetic Engineering (IBGE), BSMRAU, Gazipur, 1706, Bangladesh
| | - Munawar Sultana
- Department of Microbiology, University of Dhaka, Dhaka, 1000, Bangladesh
| | - Keith A Crandall
- Computational Biology Institute and Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Washington, DC, 20052, USA
| | - M Anwar Hossain
- Department of Microbiology, University of Dhaka, Dhaka, 1000, Bangladesh.
- Jashore University of Science and Technology, Jashore, 7408, Bangladesh.
| |
Collapse
|
10
|
The Effects of DNA Extraction Kits and Primers on Prokaryotic and Eukaryotic Microbial Community in Freshwater Sediments. Microorganisms 2022; 10:microorganisms10061213. [PMID: 35744736 PMCID: PMC9230960 DOI: 10.3390/microorganisms10061213] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/24/2022] [Accepted: 06/08/2022] [Indexed: 02/01/2023] Open
Abstract
DNA based sequencing technology has revolutionized the field of microbial ecology and environmental studies. However, biases can be introduced at all experimental steps and, thus, affect the interpretation of microbial community. So far, previous studies on the biases introduced from the key steps of DNA extraction and primer sets mainly focused on the bacterial communities in soil or sediment samples, while little is known about the effect on the eukaryotic microbial communities. Here, we studied the effects of three different DNA extraction kits on both prokaryotic and micro-eukaryotic communities by 16S and 18S rRNA gene amplicon sequencing, and further disentangled the influence of primer choice on the micro-eukaryotic communities. Our results showed that the FastDNA SPIN Kit for Soil and DNeasy PowerSoil Kit produced much higher DNA yield with good reproducibility, and observed more eukaryotic OTUs compared to the MinkaGene DNA extraction kit, but all three kits exhibited comparable ability in recovering bacterial alpha diversity. Of the two primer sets, both targeting the V4 region of the 18S rRNA gene, the TAR primer set detected higher number of unique OTUs than the EK primer set, while the EK primer set resulted in longer amplicons and better reproducibility between replicates. Based on our findings, we recommend using the DNeasy PowerSoil Kit with the EK primer set to capture the abundant micro-eukaryotic taxa from freshwater sediment samples. If a more complete picture of the eukaryotic microbial community is desired, the TAR primer set in combination with the FastDNA SPIN Kit is more efficient in this study.
Collapse
|
11
|
Schwenker JA, Friedrichsen M, Waschina S, Bang C, Franke A, Mayer R, Hölzel CS. Bovine milk microbiota: Evaluation of different DNA extraction protocols for challenging samples. Microbiologyopen 2022; 11:e1275. [PMID: 35478279 PMCID: PMC9059235 DOI: 10.1002/mbo3.1275] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 01/04/2023] Open
Abstract
The use of an adequate protocol that accurately extracts microbial DNA from bovine milk samples is of importance for downstream analysis such as 16S ribosomal RNA gene sequencing. Although sequencing platforms such as Illumina are very common, there are reservations concerning reproducibility in challenging samples that combine low bacterial loads with high amounts of host DNA. The objective of this study was to evaluate six different DNA extraction protocols applied to four different prototype milk samples (low/high level of colony‐forming units [cfu] and somatic cells). DNA extracts were sequenced on Illumina MiSeq with primers for the hypervariable regions V1V2 and V3V4. Different protocols were evaluated by analyzing the yield and purity of DNA extracts and the number of clean reads after sequencing. Three protocols with the highest median number of clean reads were selected. To assess reproducibility, these extraction replicates were resequenced in triplicates (n = 120). The most reproducible results for α‐ and β‐diversity were obtained with the modified DNeasy Blood & Tissue kit after a chemical pretreatment plus resuspension of the cream fraction. The unmodified QIAamp DNA Mini kit performed particularly weak in the sample representing unspecific mastitis. These results suggest that pretreatment in combination with the modified DNeasy Blood & Tissue kit is useful in extracting microbial DNA from challenging milk samples. To increase reproducibility, we recommend that duplicates, if not triplicates, should be sequenced. We showed that high counts of somatic cells challenged DNA extraction, which shapes the need to apply modified extraction protocols.
Collapse
Affiliation(s)
- Julia A. Schwenker
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
| | - Meike Friedrichsen
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
| | - Silvio Waschina
- Institute of Human Nutrition and Food Science, Nutriinformatics Christian‐Albrechts‐University Kiel Germany
| | - Corinna Bang
- Institute of Clinical Molecular Biology Christian‐Albrechts‐University Kiel Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology Christian‐Albrechts‐University Kiel Germany
| | - Ricarda Mayer
- Department of Veterinary Sciences Ludwig‐Maximilians‐University Munich Oberschleißheim Germany
- GNA Biosolutions GmbH Martinsried Germany
| | - Christina S. Hölzel
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
| |
Collapse
|
12
|
Responses of Bacterial Taxonomical Diversity Indicators to Pollutant Loadings in Experimental Wetland Microcosms. WATER 2022. [DOI: 10.3390/w14020251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Urbanization results in higher stormwater loadings of pollutants such as metals and nutrients into surface waters. This directly impacts organisms in aquatic ecosystems, including microbes. Sediment microbes are known for pollution reduction in the face of contamination, making bacterial communities an important area for bioindicator research. This study explores the pattern of bacterial responses to metal and nutrient pollution loading and seeks to evaluate whether bacterial indicators can be effective as a biomonitoring risk assessment tool for wetland ecosystems. Microcosms were built containing sediments collected from wetlands in the urbanizing Pike River watershed in southeastern Wisconsin, USA, with metals and nutrients added at 7 day intervals. Bacterial DNA was extracted from the microcosm sediments, and taxonomical profiles of bacterial communities were identified up to the genera level by sequencing 16S bacterial rRNA gene (V3–V4 region). Reduction of metals (example: 90% for Pb) and nutrients (example: 98% for NO3−) added in water were observed. The study found correlations between diversity indices of genera with metal and nutrient pollution as well as identified specific genera (including Fusibacter, Aeromonas, Arthrobacter, Bacillus, Bdellovibrio, and Chlorobium) as predictive bioindicators for ecological risk assessment for metal pollution.
Collapse
|
13
|
Bovine Milk Microbiota: Comparison among Three Different DNA Extraction Protocols To Identify a Better Approach for Bacterial Analysis. Microbiol Spectr 2021; 9:e0037421. [PMID: 34550002 PMCID: PMC8557886 DOI: 10.1128/spectrum.00374-21] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The bovine udder is colonized by a huge quantity of microorganisms that constitute the intramammary ecosystem, with a specific role in modulating not only udder homeostasis and mastitis susceptibility, but also the quality of the dairy products. However, generating high-quality bacterial DNA can be critical, especially starting from a complex biological matrix like milk, characterized by high fat, protein, and calcium contents. Here, bacterial DNA was recovered from a commercial ultra-high-temperature (UHT) milk sample artificially spiked with a predetermined mock community composition and from three bulk tank milk (raw milk) samples. The DNA was isolated using three different protocols to evaluate the effect of the extraction procedures on the milk microbiota composition. In the mock community experiment, the bacterial profiles generated by the three DNA extraction protocols were profoundly different, with the genera Staphylococcus, Lactobacillus, Listeria, and Salmonella underestimated by all the protocols. Only one protocol revealed values close to the expected abundances for Escherichia/Shigella spp., Bacillus spp., Enterococcus spp., and Pseudomonas spp. On the other hand, the nonspiked UHT milk sample exhibited a similar microbiota composition, revealing the prevalence of Acinetobacter spp., for all the DNA extraction protocols. For the raw milk samples, the three DNA extraction kits performed differently, revealing significant separations in both the microbial richness (alpha diversity) and composition (beta diversity). Our study highlights the presence of significant differences among these procedures, probably due to the different DNA extracting capacities and to the different properties of the milk samples, revealing that the selection of DNA extraction protocol is a critical point. IMPORTANCE The advance of high-throughput technologies has increased our knowledge of the world of microorganisms, especially of microbial populations inhabiting living animals. This study provides evidence that milk, as other complex sources, could be critical for generating high-quality DNA for microbiota analysis. In addition, it demonstrates that the microbial population highlighted by metagenomic studies changes in relation to different DNA extraction procedures, revealing that attention should be paid especially when comparing different studies.
Collapse
|
14
|
Microbiome Clusters Disclose Physiologic Variances in Dairy Cows Challenged by Calving and Lipopolysaccharides. mSystems 2021; 6:e0085621. [PMID: 34665011 PMCID: PMC8525563 DOI: 10.1128/msystems.00856-21] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Dairy cows respond individually to stressful situations, even under similar feeding and housing conditions. The phenotypic responsiveness might trace back to their microbiome and its interactions with the host. This long-term study investigated the effects of calving, lipopolysaccharide (LPS)-induced inflammation, and l-carnitine supplementation on fecal bacteria and metabolites, dairy cow milk production, health, energy metabolism, and blood metabolites. Fifty-four multiparous Holstein dairy cows were examined over a defined period of life (168 days). The obtained data allowed a holistic analysis combining microbiome data such as 16S rRNA amplicon sequencing and fecal targeted metabolome (188 metabolites) with host parameters. The conducted analyses allowed the definition of three enterotype-like microbiome clusters in dairy cows which could be linked to the community diversity and dynamics over time. The microbiome clusters were discovered to be treatment independent, governed by Bifidobacterium (C-Bifi), unclassified (uncl.) Clostridiales (C-Clos), and unclassified Spirochaetaceae (C-Spiro). Animals between the clusters varied significantly in terms of illnesses, body weight, microbiome composition, and milk and blood parameters. C-Bifi animals were healthier and leaner with a less diverse but dynamic microbiome. C-Spiro animals were heavier, but the diversity of the static microbiome was higher. This pioneering study uncovered microbiome clusters in dairy cows, each contributing differently to animal health and productive performance and with a crucial role of Bifidobacterium. IMPORTANCE The health of dairy cows has to be carefully considered for sustainable and efficient animal production. The microbiome of animals plays an important role in the host's nutrient supply and regulation of immune functions. We show that a certain composition of the fecal microbiome, called microbiome clusters, can be linked to an animal's health at challenging life events such as calving and inflammation. Cows with a specific set of bacteria have coped better under these stressors than have others. This novel information has great potential for implementing microbiome clusters as a trait for sustainable breeding strategies.
Collapse
|
15
|
Engelbrecht G, Claassens S, Mienie CMS, Fourie H. Screening of Rhizosphere Bacteria and Nematode Populations Associated with Soybean Roots in the Mpumalanga Highveld of South Africa. Microorganisms 2021; 9:microorganisms9091813. [PMID: 34576709 PMCID: PMC8469482 DOI: 10.3390/microorganisms9091813] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 08/13/2021] [Accepted: 08/19/2021] [Indexed: 11/17/2022] Open
Abstract
Soybean is among South Africa’s top crops in terms of production figures. Over the past few years there has been increasingly more damage caused to local soybean by plant-parasitic nematode infections. The presence of Meloidogyne (root-knot nematodes) and Pratylenchus spp. (root lesion nematodes) in soybean fields can cripple the country’s production, however, little is known about the soil microbial communities associated with soybean in relation to different levels of Meloidogyne and Pratylenchus infestations, as well as the interaction(s) between them. Therefore, this study aimed to identify the nematode population assemblages and endemic rhizosphere bacteria associated with soybean using Next Generation Sequencing (NGS). The abundance of bacterial genera that were then identified as being significant using linear discriminant analysis (LDA) Effect Size (LEfSe) was compared to the abundance of the most prevalent plant-parasitic nematode genera found across all sampled sites, viz. Meloidogyne and Pratylenchus. While several bacterial genera were identified as significant using LEfSe, only two with increased abundance were associated with decreased abundance of Meloidogyne and Pratylenchus. However, six bacterial genera were associated with decreased Pratylenchus abundance. It is therefore possible that endemic bacterial strains can serve as an alternative method for reducing densities of plant-parasitic nematode genera and in this way reduce the damages caused to this economically important crop.
Collapse
|
16
|
Pankoke H, Maus I, Loh G, Hüser A, Seifert J, Tilker A, Hark S, Sczyrba A, Pelzer S, Kleinbölting J. Evaluation of commercially available DNA extraction kits for the analysis of the broiler chicken cecal microbiota. FEMS Microbiol Lett 2021; 368:fnz033. [PMID: 30915459 PMCID: PMC8112482 DOI: 10.1093/femsle/fnz033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 03/20/2019] [Indexed: 12/21/2022] Open
Abstract
16S rRNA gene amplicon sequencing is a state of the art technology to analyze bacterial communities via microbiome profiling. Choosing an appropriate DNA extraction protocol is crucial for characterizing the microbial community and can be challenging, especially when preliminary knowledge about the sample matrix is scarce. The aim of the present study was to evaluate seven commercial DNA extraction kits suitable for 16S rRNA gene amplicon sequencing of the bacterial community of the chicken cecum, taking into account different criteria such as high technical reproducibility, high bacterial diversity and easy handling. The DNA extraction kits differed strongly with respect to extractable DNA quantity, DNA quality, technical reproducibility and bacterial diversity determined after 16S rRNA gene amplicon sequencing and subsequent bioinformatic and biostatistical data processing. While some of the DNA extraction protocols under-represented specific bacterial community members, the removal of PCR inhibitors supported technical reproducibility and subsequently enhanced the recovered bacterial diversity from the chicken cecum community. In conclusion, the removal of PCR inhibitors from the sample matrix seemed to be one of the main drivers for a consistent representation of the bacterial community even of low abundant taxa in chicken cecum samples.
Collapse
Affiliation(s)
- Helga Pankoke
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | - Irena Maus
- Computational Metagenomics, Faculty of Technology, Bielefeld University, Universitätsstrasse 25, 33615 Bielefeld, Germany
| | - Gunnar Loh
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | - Andrea Hüser
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6–10, 70599 Stuttgart, Germany
| | - Alexandra Tilker
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | - Sarah Hark
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | - Alexander Sczyrba
- Computational Metagenomics, Faculty of Technology, Bielefeld University, Universitätsstrasse 25, 33615 Bielefeld, Germany
| | - Stefan Pelzer
- Evonik Nutrition & Care GmbH, Kantstraße 2, 33790 Halle, Germany
| | | |
Collapse
|
17
|
Amin N, Schwarzkopf S, Kinoshita A, Tröscher-Mußotter J, Dänicke S, Camarinha-Silva A, Huber K, Frahm J, Seifert J. Evolution of rumen and oral microbiota in calves is influenced by age and time of weaning. Anim Microbiome 2021; 3:31. [PMID: 33883031 PMCID: PMC8059317 DOI: 10.1186/s42523-021-00095-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 04/04/2021] [Indexed: 01/04/2023] Open
Abstract
Background The rumen bacterial communities are changing dynamically throughout the first year of calf’s life including the weaning period as a critical event. Rumen microbiome analysis is often limited to invasive rumen sampling procedures but the oral cavity of ruminants is expected to harbour rumen microbes due to regurgitation activity. The present study used buccal swab samples to define the rumen core microbiome and characterize the shifts in rumen and oral microbial communities occurring as result of calf’s age as well as time of weaning. Results Buccal swab samples of 59 calves were collected along the first 140 days of life and compared to stomach tubing sample of the rumen at day 140. Animals were randomly divided into two weaning groups. Microbiota of saliva and rumen content was analysed by 16S rRNA gene amplicon sequencing. Our study showed that most rumen-specific bacterial taxa were equally observed in rumen samples as well as in the buccal swabs, though relative abundance varied. The occurrence of rumen-specific OTUs in buccal swab samples increased approximately 1.7 times from day 70 to day 140, indicating the gradual development of rumen as calf aged. The rumen-specific bacterial taxa diversity increased, and inter-animal variations decreased with age. Early weaning (7 weeks of age) rapidly increased the rumen microbial diversity from pre- to post-weaned state. Rumen microbiota of early-weaned calves seemed to have a suppressed growth of starch- and carbohydrate-utilizing bacteria and increased fibre degraders. Whereas, in late-weaned calves (17 weeks of age) no impact of dietary modifications on rumen microbiota composition was observed after weaning. Oral-specific bacterial community composition was significantly affected by calf’s age and time of weaning. Conclusions The present study showed the significant impact of calf’s age and weaning on the establishment of rumen- and oral-specific bacterial communities utilizing buccal swab samples. The results emphasize the possibility of using buccal swab samples as a replacement of complex stomach tube method for large-scale predictive studies on ruminants. For in-depth rumen microbiome studies, the time of sampling should be carefully considered using an active phase of regurgitation. Supplementary Information The online version contains supplementary material available at 10.1186/s42523-021-00095-3.
Collapse
Affiliation(s)
- Nida Amin
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany
| | - Sarah Schwarzkopf
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany
| | - Asako Kinoshita
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany.,Institute of Animal Nutrition, Friedrich-Loeffler-Institute, Federal Research Institute for Animal Health, Bundesallee 37, 38116, Braunschweig, Germany
| | - Johanna Tröscher-Mußotter
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany
| | - Sven Dänicke
- Institute of Animal Nutrition, Friedrich-Loeffler-Institute, Federal Research Institute for Animal Health, Bundesallee 37, 38116, Braunschweig, Germany
| | - Amélia Camarinha-Silva
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany
| | - Korinna Huber
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany
| | - Jana Frahm
- Institute of Animal Nutrition, Friedrich-Loeffler-Institute, Federal Research Institute for Animal Health, Bundesallee 37, 38116, Braunschweig, Germany
| | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593, Stuttgart, Germany.
| |
Collapse
|
18
|
Effects of Land Use and Pollution Loadings on Ecotoxicological Assays and Bacterial Taxonomical Diversity in Constructed Wetlands. DIVERSITY 2021. [DOI: 10.3390/d13040149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Freshwater ecosystems are affected by anthropogenic alterations. Different studies have extensively studied the concentrations of metals, nutrients, and water quality as measurements of pollution in freshwater ecosystems. However, few studies have been able to link these pollutants to bioindicators as a risk assessment tool. This study aimed to examine the potential of two bioindicators, plant ecotoxicological assays and sediment bacterial taxonomic diversity, in ecological risk assessment for six freshwater constructed wetlands in a rapidly urbanizing watershed with diverse land uses. Sediment samples were collected summer, 2015 and 2017, and late summer and early fall in 2016 to conduct plant ecotoxicological assays based on plant (Lepidium, Sinapis and Sorghum) growth inhibition and identify bacterial taxonomical diversity by the 16S rRNA gene sequences. Concentrations of metals such as lead (Pb) and mercury (Hg) (using XRF), and nutrients such as nitrate and phosphate (using HACH DR 2800TM spectrophotometer) were measured in sediment and water samples respectively. Analyses of response patterns revealed that plant and bacterial bioindicators were highly responsive to variation in the concentrations of these pollutants. Hence, this opens up the scope of using these bioindicators for ecological risk assessment in constructed freshwater wetland ecosystems within urbanizing watersheds.
Collapse
|
19
|
Bao S, Xu J, Tang W, Fang T. Effect and mechanism of silver nanoparticles on nitrogen transformation in water-sediment system of a hypereutrophic lake. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 761:144182. [PMID: 33360547 DOI: 10.1016/j.scitotenv.2020.144182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 11/24/2020] [Accepted: 11/24/2020] [Indexed: 06/12/2023]
Abstract
Industrialization and urbanization are expected to increase the release of silver nanoparticles (AgNPs) into aquatic ecosystems. However, it remains to be determined how AgNPs influence nitrogen transformation and the underlying mechanism in natural water bodies. Here, the impact of AgNPs on nitrogen cycling in water-sediment system of a hypereutrophic lake was studied and the mechanism of nitrogen transformation was investigated in terms of the nitrogen functional enzymes and genes. Following 7 days of water-sediment microcosm experiments, the levels of total nitroten (TN) and organic nitrogen (OrgN) were significantly increased by 50 mg/L Ag+ treatment when compared with the non-Ag control (P < 0.05). In contrast, the levels of TN and Org-N were both slightly decreased by AgNPs treatments (0.5 and 50 mg/L). Additionally, the levels of NO3--N were evidently reduced with the presence of AgNPs (P < 0.05). Further, our data proved that enzymes and those enzyme encoding genes involved in the nitrogen transformation may directly responsible for the alterations of nitrogen transformation. Overall, our work suggested that the short-term exposure to AgNPs might cause hormetic effects on nitrogen-transforming microorganisms in hypereutrophic lakes, and have a potential to result in non-negligible changes in the nitrogen cycling of hypereutrophic lakes.
Collapse
Affiliation(s)
- Shaopan Bao
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Jian Xu
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wei Tang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Tao Fang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| |
Collapse
|
20
|
Wegl G, Grabner N, Köstelbauer A, Klose V, Ghanbari M. Toward Best Practice in Livestock Microbiota Research: A Comprehensive Comparison of Sample Storage and DNA Extraction Strategies. Front Microbiol 2021; 12:627539. [PMID: 33708184 PMCID: PMC7940207 DOI: 10.3389/fmicb.2021.627539] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 02/01/2021] [Indexed: 11/24/2022] Open
Abstract
Understanding the roles of microorganisms in the animal gastrointestinal microenvironment is highly important for the development of effective strategies to manage and manipulate these microbial communities. In order to guide future animal gut microbiota research projects and standardization efforts, we have conducted a systematic comparison of 10 currently used sample preservation and DNA extraction approaches for pig and chicken microbiota samples and quantified their effects on bacterial DNA yield, quality, integrity, and on the resulting sequence-based bacterial composition estimates. The results showed how key stages of conducting a microbiota study, including the sample storage and DNA extraction, can substantially affect DNA recovery from the microbial community, and therefore, biological interpretation in a matrix-dependent manner. Our results highlight the fact that the influence of storage and extraction methods on the resulting microbial community structure differed by sample type, even within the same species. As the effects of these technical steps are potentially large compared with the real biological variability to be explained, standardization is crucial for accelerating progress in the area of livestock microbiota research. This study provided a framework to assist future animal gut microbiota research projects and standardization efforts.
Collapse
|
21
|
Haro C, Anguita-Maeso M, Metsis M, Navas-Cortés JA, Landa BB. Evaluation of Established Methods for DNA Extraction and Primer Pairs Targeting 16S rRNA Gene for Bacterial Microbiota Profiling of Olive Xylem Sap. FRONTIERS IN PLANT SCIENCE 2021; 12:640829. [PMID: 33777075 PMCID: PMC7994608 DOI: 10.3389/fpls.2021.640829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 02/08/2021] [Indexed: 06/12/2023]
Abstract
Next-generation sequencing has revolutionized our ability to investigate the microbiota composition of diverse and complex environments. However, a number of factors can affect the accuracy of microbial community assessment, such as the DNA extraction method, the hypervariable region of 16S rRNA gene targeted, or the PCR primers used for amplification. The aim of this study was to assess the influence of commercially available DNA extraction kits and different primer pairs to provide a non-biased vision of the composition of bacterial communities present in olive xylem sap. For that purpose, branches from "Picual" and "Arbequina" olive cultivars were used for xylem sap extraction using a Scholander chamber device. The DNA extraction protocol significantly affected xylem sap bacterial community assessment. That resulted in significant differences in alpha (Richness) and beta diversity (UniFrac distances) metrics among DNA extraction protocols, with the 12 DNA extraction kits evaluated being clustered in four groups behaving differently. Although the core number of taxa detected by all DNA extraction kits included four phyla, seven classes, 12 orders, 16 or 21 families, and 12 or 14 genera when using the Greengenes or Silva database for taxonomic assignment, respectively, some taxa, particularly those identified at low frequency, were detected by some DNA extraction kits only. The most accurate depiction of a bacterial mock community artificially inoculated on sap samples was generated when using the PowerPlant DNA extraction kit, the combination of 799F/1193R primers amplifying the hypervariable V5-V7 region, and the Silva 132 database for taxonomic assignment. The DESeq2 analysis displayed significant differences among genera abundance between the different PCR primer pairs tested. Thus, Enterobacter, Granulicatella, Prevotella, and Brevibacterium presented a significant higher abundance in all PCR protocols when compared with primer pair 799F/1193R, while the opposite was true for Pseudomonas and Pectobacterium. The methodological approach followed in this study can be useful to optimize plant-associated microbiome analysis, especially when exploring new plant niches. Some of the DNA extraction kits and PCR primers selected in this study will contribute to better characterize bacterial communities inhabiting the xylem sap of olives or other woody crop species.
Collapse
Affiliation(s)
- Carmen Haro
- Institute for Sustainable Agriculture, Spanish National Research Council (CSIC), Córdoba, Spain
| | - Manuel Anguita-Maeso
- Institute for Sustainable Agriculture, Spanish National Research Council (CSIC), Córdoba, Spain
| | | | - Juan A. Navas-Cortés
- Institute for Sustainable Agriculture, Spanish National Research Council (CSIC), Córdoba, Spain
| | - Blanca B. Landa
- Institute for Sustainable Agriculture, Spanish National Research Council (CSIC), Córdoba, Spain
| |
Collapse
|
22
|
Effenberger M, Reider S, Waschina S, Bronowski C, Enrich B, Adolph TE, Koch R, Moschen AR, Rosenstiel P, Aden K, Tilg H. Microbial Butyrate Synthesis Indicates Therapeutic Efficacy of Azathioprine in IBD Patients. J Crohns Colitis 2021; 15:88-98. [PMID: 32687146 DOI: 10.1093/ecco-jcc/jjaa152] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS The microbial ecosystem seems to be an important player for therapeutic intervenption in inflammatory bowel disease [IBD]. We assessed longitudinal microbiome changes in IBD patients undergoing therapy with either azathioprine [AZA] or anti-tumour necrosis factor [anti-TNF] antibodies. We predicted the metabolic microbial community exchange and linked it to clinical outcome. METHODS Faecal and blood samples were collected from 65 IBD patients at baseline and after 12 and 30 weeks on therapy. Clinical remission was defined as Crohn's Disease Activity Index [CDAI] < 150 in Crohn´s disease [CD], partial Mayo score <2 in ulcerative colitis [UC], and faecal calprotectin values <150 µg/g and C-reactive protein <5 mg/dl. 16S rRNA amplicon sequencing was performed. To predict microbial community metabolic processes, we constructed multispecies genome-scale metabolic network models. RESULTS Paired Bray-Curtis distance between baseline and follow-up time points was significantly different for UC patients treated with anti-TNF antibodies. Longitudinal changes in taxa composition at phylum level showed a significant decrease of Proteobacteria and an increase of Bacteroidetes in CD patients responding to both therapies. At family level, Lactobacilli were associated with persistent disease and Bacteroides abundance with remission in CD. In-silico simulations of microbial metabolite exchange predicted a 1.7-fold higher butyrate production capacity of patients in remission compared with patients without remission [p = 0.041]. In this model, the difference in butyrate production between patients in remission and patients without remission was most pronounced in the CD group treated with AZA [p = 0.008]. CONCLUSIONS In-silico simulation identifies microbial butyrate synthesis predictive of therapeutic efficacy in IBD.
Collapse
Affiliation(s)
- M Effenberger
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - S Reider
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Mucosal Immunology, Medical University of Innsbruck, Innsbruck, Austria
| | - S Waschina
- Institute for Human Nutrition and Food Science, Division Nutriinformatics, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - C Bronowski
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - B Enrich
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - T E Adolph
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - R Koch
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - A R Moschen
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Mucosal Immunology, Medical University of Innsbruck, Innsbruck, Austria
| | - P Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - K Aden
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany.,Department of Internal Medicine I, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - H Tilg
- Department of Internal Medicine I, Gastroenterology, Hepatology, Metabolism & Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| |
Collapse
|
23
|
Zendehdel R, Asadi S, Alizadeh S, Ranjbarian M. Quality assessment of DNA and hemoglobin by Fourier transform infrared spectroscopy in occupational exposure to extremely low-frequency magnetic field. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:45374-45380. [PMID: 32789635 DOI: 10.1007/s11356-020-09503-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 05/28/2020] [Indexed: 06/11/2023]
Abstract
Previous studies have shown the effect of extremely low-frequency (ELF) magnetic fields on the hematopoietic system. However, molecular modification and biological toxicity are not known yet. The aim of this study was to investigate the effect of occupational exposure to ELF magnetic field on the hemoglobin and DNA alteration using Fourier transform infrared (FTIR) spectroscopy. Twenty nine individuals were selected among those working as the controller in a powerhouse in order to be studied as the population exposed to ELF magnetic field. Control group comprised of 29 administrative employees voluntarily participated who were matched with the exposed subjects in terms of sex, age, work experiences, smoking habit, and socioeconomic status. DNA and hemoglobin were extracted from blood samples and then were studied by FTIR spectroscopy. The results showed the level of magnetic field exposure was between 0.38 to 50 μT in the exposed subjects while the level of magnetic field exposure was between 0.19 and 20 μT for the unexposed people. Hemoglobin level was equal to 15.67 ± 1.42 g/dL for exposed subjects which is significantly lower than that of the unexposed people (p = 0.0001). There was a significant alteration in CH content and COO structure of the hemoglobin structure. Moreover, DNA showed significant changes by functional group of organic base. This change in the structure of DNA and hemoglobin can lead to the creation of risks in human health. In conclusion, FTIR method could reveal the quality of DNA and hemoglobin structure in subjects after exposure to ELF magnetic field.
Collapse
Affiliation(s)
- Rezvan Zendehdel
- Department of Occupational Health Engineering, School of Public Health, Shahid Beheshti University of Medical Sciences (SBMU), Tehran, Iran
| | - Sareh Asadi
- Neuroscience Research Centre, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Somayeh Alizadeh
- Department of Occupational Health Engineering, School of Public Health, Shahid Beheshti University of Medical Sciences (SBMU), Tehran, Iran.
| | - Mouhammad Ranjbarian
- Department of Occupational Health Engineering, School of Public Health, Shahid Beheshti University of Medical Sciences (SBMU), Tehran, Iran
| |
Collapse
|
24
|
Paniagua Voirol LR, Valsamakis G, Yu M, Johnston PR, Hilker M. How the 'kitome' influences the characterization of bacterial communities in lepidopteran samples with low bacterial biomass. J Appl Microbiol 2020; 130:1780-1793. [PMID: 33128818 DOI: 10.1111/jam.14919] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/02/2020] [Accepted: 10/23/2020] [Indexed: 12/26/2022]
Abstract
AIMS We aimed to elucidate whether the DNA extraction kit and bacteria therein affect the characterization of bacterial communities associated with butterfly samples harbouring different bacterial abundancies. METHODS AND RESULTS We analysed bacteria associated with eggs of Pieris brassicae and with adults of this butterfly, which were either untreated or treated with antibiotics (ABs). Three DNA extraction kits were used. Regardless of the extraction kit used, PCR amplification of the bacterial 16S rRNA gene detected very low bacterial presence in eggs and AB-treated butterflies. In untreated butterflies, bacterial signal intensity varied according to the kit and primers used. Sequencing (MiSeq) of the bacterial communities in untreated and AB-treated butterflies revealed a low alpha diversity in untreated butterflies because of the dominance of few bacteria genera, which were detectable regardless of the kit. However, a significantly greater alpha diversity was found in AB-treated butterflies, evidencing a true bias of the results due to bacterial contaminants in the kit. CONCLUSIONS The so-called 'kitome' can impact the profiling of Lepidoptera-associated bacteria in samples with low bacterial biomass. SIGNIFICANCE AND IMPACT OF THE STUDY Our study highlights the necessity of method testing and analysis of negative controls when investigating Lepidoptera-associated bacterial communities.
Collapse
Affiliation(s)
- L R Paniagua Voirol
- Applied Zoology/Animal Ecology, Institute of Biology, Freie Universitaet Berlin, Berlin, Germany
| | - G Valsamakis
- Applied Zoology/Animal Ecology, Institute of Biology, Freie Universitaet Berlin, Berlin, Germany
| | - M Yu
- Applied Zoology/Animal Ecology, Institute of Biology, Freie Universitaet Berlin, Berlin, Germany
| | - P R Johnston
- Evolutionary Biology, Institute of Biology, Freie Universitaet Berlin, Berlin, Germany.,Berlin Center for Genomics in Biodiversity Research (BeGenDiv), Berlin, Germany.,Leibniz-Institute of Freshwater Ecology and Inland Fisheries, Berlin, Germany
| | - M Hilker
- Applied Zoology/Animal Ecology, Institute of Biology, Freie Universitaet Berlin, Berlin, Germany
| |
Collapse
|
25
|
Elbere I, Silamikelis I, Dindune II, Kalnina I, Ustinova M, Zaharenko L, Silamikele L, Rovite V, Gudra D, Konrade I, Sokolovska J, Pirags V, Klovins J. Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients. PLoS One 2020; 15:e0241338. [PMID: 33125401 PMCID: PMC7598494 DOI: 10.1371/journal.pone.0241338] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 10/13/2020] [Indexed: 02/06/2023] Open
Abstract
Background The study was conducted to investigate the effects of metformin treatment on the human gut microbiome’s taxonomic and functional profile in the Latvian population, and to evaluate the correlation of these changes with therapeutic efficacy and tolerance. Methods In this longitudinal observational study, stool samples for shotgun metagenomic sequencing-based analysis were collected in two cohorts. The first cohort included 35 healthy nondiabetic individuals (metformin dose 2x850mg/day) at three time-points during metformin administration. The second cohort was composed of 50 newly-diagnosed type 2 diabetes patients (metformin dose–determined by an endocrinologist) at two concordant times. Patients were defined as Responders if their HbA1c levels during three months of metformin therapy had decreased by ≥12.6 mmol/mol (1%), while in Non-responders HbA1c were decreased by <12.6 mmol/mol (1%). Results Metformin reduced the alpha diversity of microbiota in healthy controls (p = 0.02) but not in T2D patients. At the species level, reduction in the abundance of Clostridium bartlettii and Barnesiella intestinihominis, as well as an increase in the abundance of Parabacteroides distasonis and Oscillibacter unclassified overlapped between both study groups. A large number of group-specific changes in taxonomic and functional profiles was observed. We identified an increased abundance of Prevotella copri (FDR = 0.01) in the Non-Responders subgroup, and enrichment of Enterococcus faecium, Lactococcus lactis, Odoribacter, and Dialister at baseline in the Responders group. Various taxonomic units were associated with the observed incidence of side effects in both cohorts. Conclusions Metformin effects are different in T2D patients and healthy individuals. Therapy induced changes in the composition of gut microbiome revealed possible mediators of observed short-term therapeutic effects. The baseline composition of the gut microbiome may influence metformin therapy efficacy and tolerance in T2D patients and could be used as a powerful prediction tool.
Collapse
Affiliation(s)
- Ilze Elbere
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | | | | | - Ineta Kalnina
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Monta Ustinova
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | | | | | - Vita Rovite
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Dita Gudra
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Ilze Konrade
- Latvian Biomedical Research and Study Centre, Riga, Latvia
- Riga Stradins University, Riga, Latvia
| | | | - Valdis Pirags
- Latvian Biomedical Research and Study Centre, Riga, Latvia
- Faculty of Medicine, University of Latvia, Riga, Latvia
| | - Janis Klovins
- Latvian Biomedical Research and Study Centre, Riga, Latvia
- * E-mail:
| |
Collapse
|
26
|
Voulgari-Kokota A, Steffan-Dewenter I, Keller A. Susceptibility of Red Mason Bee Larvae to Bacterial Threats Due to Microbiome Exchange with Imported Pollen Provisions. INSECTS 2020; 11:E373. [PMID: 32549328 PMCID: PMC7348846 DOI: 10.3390/insects11060373] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/12/2020] [Accepted: 06/13/2020] [Indexed: 12/22/2022]
Abstract
Solitary bees are subject to a variety of pressures that cause severe population declines. Currently, habitat loss, temperature shifts, agrochemical exposure, and new parasites are identified as major threats. However, knowledge about detrimental bacteria is scarce, although they may disturb natural microbiomes, disturb nest environments, or harm the larvae directly. To address this gap, we investigated 12 Osmia bicornis nests with deceased larvae and 31 nests with healthy larvae from the same localities in a 16S ribosomal RNA (rRNA) gene metabarcoding study. We sampled larvae, pollen provisions, and nest material and then contrasted bacterial community composition and diversity in healthy and deceased nests. Microbiomes of pollen provisions and larvae showed similarities for healthy larvae, whilst this was not the case for deceased individuals. We identified three bacterial taxa assigned to Paenibacillus sp. (closely related to P. pabuli/amylolyticus/xylanexedens), Sporosarcina sp., and Bacillus sp. as indicative for bacterial communities of deceased larvae, as well as Lactobacillus for corresponding pollen provisions. Furthermore, we performed a provisioning experiment, where we fed larvae with untreated and sterilized pollens, as well as sterilized pollens inoculated with a Bacillus sp. isolate from a deceased larva. Untreated larval microbiomes were consistent with that of the pollen provided. Sterilized pollen alone did not lead to acute mortality, while no microbiome was recoverable from the larvae. In the inoculation treatment, we observed that larval microbiomes were dominated by the seeded bacterium, which resulted in enhanced mortality. These results support that larval microbiomes are strongly determined by the pollen provisions. Further, they underline the need for further investigation of the impact of detrimental bacterial acquired via pollens and potential buffering by a diverse pollen provision microbiome in solitary bees.
Collapse
Affiliation(s)
- Anna Voulgari-Kokota
- Department of Bioinformatics, Biocenter, University of Würzburg, Am Hubland, 97074 Würzburg, Germany;
- Center for Computational and Theoretical Biology, Biocenter, University of Würzburg, Hubland Nord, 97074 Würzburg, Germany
- Current Address: Faculty of Science and Engineering, Groningen Institute for Evolutionary Life Sciences, Nijenborgh 7, 9747 AG Groningen, The Netherlands
| | - Ingolf Steffan-Dewenter
- Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Am Hubland, 97074 Würzburg, Germany;
| | - Alexander Keller
- Department of Bioinformatics, Biocenter, University of Würzburg, Am Hubland, 97074 Würzburg, Germany;
- Center for Computational and Theoretical Biology, Biocenter, University of Würzburg, Hubland Nord, 97074 Würzburg, Germany
| |
Collapse
|
27
|
Manzoor SS, Doedens A, Burns MB. The promise and challenge of cancer microbiome research. Genome Biol 2020; 21:131. [PMID: 32487228 PMCID: PMC7265652 DOI: 10.1186/s13059-020-02037-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 05/07/2020] [Indexed: 02/06/2023] Open
Abstract
Many microbial agents have been implicated as contributors to cancer genesis and development, and the search to identify and characterize new cancer-related organisms is ongoing. Modern developments in methodologies, especially culture-independent approaches, have accelerated and driven this research. Recent work has shed light on the multifaceted role that the community of organisms in and on the human body plays in cancer onset, development, detection, treatment, and outcome. Much remains to be discovered, however, as methodological variation and functional testing of statistical correlations need to be addressed for the field to advance.
Collapse
Affiliation(s)
| | - Annemiek Doedens
- Department of Biology, Loyola University Chicago, Chicago, IL, 60660, USA
| | - Michael B Burns
- Department of Biology, Loyola University Chicago, Chicago, IL, 60660, USA.
| |
Collapse
|
28
|
Neuberger-Castillo L, Hamot G, Marchese M, Sanchez I, Ammerlaan W, Betsou F. Method Validation for Extraction of DNA from Human Stool Samples for Downstream Microbiome Analysis. Biopreserv Biobank 2020; 18:102-116. [PMID: 31999474 DOI: 10.1089/bio.2019.0112] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background: A formal method validation for biospecimen processing in the context of accreditation in laboratories and biobanks is lacking. A previously optimized stool processing protocol was validated for fitness-for-purpose for downstream microbiome analysis. Materials and Methods: DNA extraction from human stool was validated with various collection tubes, stabilizing solutions and storage conditions in terms of fitness-for-purpose for downstream microbiome analysis, robustness, and sample stability. Acceptance criteria were based on accurate identification of a reference material, homogeneity of extracted samples, and sample stability in a 2-year period. Results: The automated DNA extraction using the chemagic™ Magnetic Separation Module I (MSM I) extracted 8 out of 8 bacteria in the ZymoBIOMICS® Microbial Community Standard. Seven tested stabilizing solutions (OMNIgene®•GUT, RNAlater®, AquaStool™, RNAssist, PerkinElmer SEB lysis buffer, and DNA Genotek's CP-150) were all compatible with the chemagic MSM I and showed no significant difference in microbiome alpha diversity and no significant difference in the overall microbiome composition compared to the baseline snap-frozen stool sample. None of the stabilizing solutions showed intensive polymerase chain reaction (PCR) inhibition in the SPUD assay. However, when we take into account more stringent criteria which include a higher double-stranded DNA yield, higher DNA purity, and absence of PCR inhibition, we recommend the use of OMNIgene•GUT, RNAlater, or AquaStool as alternatives to rapid freezing of samples. The highest sample homogeneity was achieved with RNAlater- and OMNIgene•GUT -stabilized samples. Sample stability after a 2-year storage in -80°C was seen with OMNIgene•GUT -stabilized samples. Conclusions: We validated a combination of a stool processing method with various collection methods, suitable for downstream microbiome applications. Sample collection, storage conditions and DNA extraction methods can influence the microbiome profile results. Laboratories and biobanks should ensure that these conditions are systematically recorded in the scope of accreditation.
Collapse
Affiliation(s)
| | - Gaël Hamot
- Integrated BioBank of Luxembourg (IBBL), Dudelange, Luxembourg
| | - Monica Marchese
- Integrated BioBank of Luxembourg (IBBL), Dudelange, Luxembourg
| | - Ignacio Sanchez
- Integrated BioBank of Luxembourg (IBBL), Dudelange, Luxembourg
| | - Wim Ammerlaan
- Integrated BioBank of Luxembourg (IBBL), Dudelange, Luxembourg
| | - Fay Betsou
- Integrated BioBank of Luxembourg (IBBL), Dudelange, Luxembourg
| |
Collapse
|
29
|
Wang L, Liu Y, Yang F, Li J, Chen B, Du G. Microbiome analysis and random forest algorithm-aided identification of the diacetyl-producing microorganisms in the stacking fermentation stage of Maotai-flavor liquor production. FOOD BIOTECHNOL 2019. [DOI: 10.1080/08905436.2019.1673770] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Li Wang
- China Kweichow Moutai Distillery Co., Ltd., Guizhou, China
| | - Yanfeng Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| | - Fan Yang
- China Kweichow Moutai Distillery Co., Ltd., Guizhou, China
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| | - Bi Chen
- China Kweichow Moutai Distillery Co., Ltd., Guizhou, China
| | - Guocheng Du
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| |
Collapse
|
30
|
Voulgari‐Kokota A, Ankenbrand MJ, Grimmer G, Steffan‐Dewenter I, Keller A. Linking pollen foraging of megachilid bees to their nest bacterial microbiota. Ecol Evol 2019; 9:10788-10800. [PMID: 31624582 PMCID: PMC6787775 DOI: 10.1002/ece3.5599] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 07/25/2019] [Accepted: 07/28/2019] [Indexed: 12/17/2022] Open
Abstract
Solitary bees build their nests by modifying the interior of natural cavities, and they provision them with food by importing collected pollen. As a result, the microbiota of the solitary bee nests may be highly dependent on introduced materials. In order to investigate how the collected pollen is associated with the nest microbiota, we used metabarcoding of the ITS2 rDNA and the 16S rDNA to simultaneously characterize the pollen composition and the bacterial communities of 100 solitary bee nest chambers belonging to seven megachilid species. We found a weak correlation between bacterial and pollen alpha diversity and significant associations between the composition of pollen and that of the nest microbiota, contributing to the understanding of the link between foraging and bacteria acquisition for solitary bees. Since solitary bees cannot establish bacterial transmission routes through eusociality, this link could be essential for obtaining bacterial symbionts for this group of valuable pollinators. OPEN RESEARCH BADGES This article has earned an Open Data Badge for making publicly available the digitally-shareable data necessary to reproduce the reported results. The data is available at https://www.ebi.ac.uk/ena/data/view/PRJEB27223, https://www.ebi.ac.uk/ena/data/view/PRJEB31610, and https://doi.org/10.5061/dryad.qk36k8q.
Collapse
Affiliation(s)
- Anna Voulgari‐Kokota
- Department of BioinformaticsBiocenterUniversity of WuerzburgWuerzburgGermany
- Center for Computational and Theoretical BiologyUniversity of WuerzburgWuerzburgGermany
| | - Markus J. Ankenbrand
- Department of BioinformaticsBiocenterUniversity of WuerzburgWuerzburgGermany
- Center for Computational and Theoretical BiologyUniversity of WuerzburgWuerzburgGermany
| | - Gudrun Grimmer
- Department of Animal Ecology and Tropical BiologyBiocenterUniversity of WuerzburgWuerzburgGermany
| | - Ingolf Steffan‐Dewenter
- Department of Animal Ecology and Tropical BiologyBiocenterUniversity of WuerzburgWuerzburgGermany
| | - Alexander Keller
- Department of BioinformaticsBiocenterUniversity of WuerzburgWuerzburgGermany
- Center for Computational and Theoretical BiologyUniversity of WuerzburgWuerzburgGermany
| |
Collapse
|
31
|
Mantilla MJ, Torres Sáez RG. Enfoque metagenómico para la caracterización del microbioma de aves corral. Revisión. REVISTA COLOMBIANA DE BIOTECNOLOGÍA 2019. [DOI: 10.15446/rev.colomb.biote.v21n2.78390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
El pollo y el huevo son una fuente importante de proteína para el ser humano a nivel mundial. La producción de estos alimentos se ha intensificado durante los últimos años y se prevé que se produzca alrededor de 150 millones de toneladas de carne de pollo en 2020 (OCDE / FAO, 2018). Sin embargo, uno de los mayores problemas ligados a los procesos de producción avícola lo constituyen las enfermedades infecciosas ocasionadas por microorganismos patógenos. Entre los más relevantes se encuentran microorganismos como Salmonella ssp, Campylobacter spp, y Escherichia coli. Por lo tanto, es importante comprender los mecanismos implicados en la colonización de microorganismos patógenos que afectan a las aves de corral y sus interacciones con la microbiota gastrointestinal las cuales son clave en la mejora de la absorción de nutrientes y el fortalecimiento del sistema inmune, que influye en el crecimiento, el bienestar y la salud de las aves de corral. Sin embargo, hay poca información relacionada con la microbiota gastrointestinal de pollos parrilleros y gallinas productoras de huevo. Hasta hace poco, la caracterización se limitaba a los microorganismos que podían recuperarse a través de cultivos tradicionales. Por lo anterior, en el último tiempo se ha intensificado el uso de técnicas moleculares, entre las que se destaca la metagenómica, la cual ofrece una alternativa para una mejor comprensión de las interacciones bacterianas, la identificación de genes de resistencia a los antibióticos, identificación de elementos genéticos móviles, y el diseño de estrategias para intervenciones más efectivas con el objetivo de romper la cadena de transmisión de microorganismos patógenos durante el ciclo de producción avícola. En esta revisión, se describen los principales enfoques metagenómicos para el estudio de microbiomas de aves de corral, las técnicas de secuenciación y herramientas bioinformáticas usadas para su caracterización.
Collapse
|
32
|
Jacobsen Á, Mikalsen SO, Joensen H, Eysturskarð J. Composition and dynamics of the bacterial communities present in the post-slaughter environment of farmed Atlantic salmon ( Salmo salar L .) and correlations to gelatin degrading activity. PeerJ 2019; 7:e7040. [PMID: 31198643 PMCID: PMC6555393 DOI: 10.7717/peerj.7040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 04/29/2019] [Indexed: 12/02/2022] Open
Abstract
Background Microbial analyses performed in connection with the post-slaughter environment of farmed Atlantic salmon (Salmo salar L.) have mostly focused on specific bacteria that may have negative effects on the health of consumers. However, bacteria may also affect other quality variables. The objective of this study was to provide general knowledge about composition and dynamics of the bacterial communities present at slaughter and cold storage of farmed Atlantic salmon, as well as reveal any possible correlations to gelatinase activity, which may affect fillet quality. Thus, these data may provide a basis for optimization opportunities in the aquaculture industry. Methods Samples were taken from the digestive system harvested from 15 salmon immediately after slaughter. Another 17 salmon were taken from the processing line just before the final cleaning stage; of these eight were distributed in three iced storage boxes while the other nine were rinsed an extra time with industrial water before being distributed into another three storage boxes. In the following 6 days, samples were taken of skin mucus, liquids in the abdominal cavity and the storage ice. The compositions of the bacterial communities were analyzed by next-generation sequencing and gelatinase activity was measured in all samples except the storage ice. Results The bacterial communities in the digestive tract samples were dominated by the family Mycoplasmataceae. The genus Aliivibrio was also relatively abundant. Bacterial communities in the abdominal cavity were generally more diverse than the intestinal samples. However, all of the abdominal samples from storage box no. 3 had a high relative abundance of Mycoplasmataceae, and could not be distinguished from the intestinal samples (Q = 1.27, p = 0.633) while being significantly different from the other abdominal samples (Q = 9.02, p = 0.01). In addition, the abdominal samples from storage box no. 3 had a significantly higher gelatin degrading activity (Q = 9.43, p = 0.001) than those from the other storage boxes and similar to the high gelatinase activity in the intestinal samples. This indicated that in storage box no. 3 there was a transfer of intestinal fluids to the abdominal cavities, which was not removed by the cleaning procedure. There was a significant difference of the major phyla detected in the skin mucus of salmon rinsed an additional time, as these salmon had a higher relative amount of Firmicutes (F = 4.76, p = 0.04) and lower amount of Proteobacteria (F = 4.41, p = 0.047). Conclusions The study showed a correlation between intestinal fluids and bacteria left in the abdominal cavity and gelatinase activity. This suggested that intestinal fluids and/or bacteria could enhance the degradation of connective tissue in the abdominal cavity and hence negatively affect the fillet quality. In addition, the study provided general knowledge of the composition and dynamics of bacterial communities present.
Collapse
Affiliation(s)
- Ása Jacobsen
- Fiskaaling, Aquaculture Research Station of the Faroes, Við Áir, Hvalvík, The Faroe Islands
| | - Svein-Ole Mikalsen
- Department of Science and Technology, University of the Faroe Islands, Tórshavn, The Faroe Islands
| | - Hóraldur Joensen
- Department of Science and Technology, University of the Faroe Islands, Tórshavn, The Faroe Islands
| | - Jonhard Eysturskarð
- Fiskaaling, Aquaculture Research Station of the Faroes, Við Áir, Hvalvík, The Faroe Islands
| |
Collapse
|
33
|
Heyer CME, Schmucker S, Burbach K, Weiss E, Eklund M, Aumiller T, Capezzone F, Steuber J, Rodehutscord M, Hoelzle LE, Seifert J, Mosenthin R, Stefanski V. Phytate degradation, intestinal microbiota, microbial metabolites and immune values are changed in growing pigs fed diets with varying calcium-phosphorus concentration and fermentable substrates. J Anim Physiol Anim Nutr (Berl) 2019; 103:1185-1197. [PMID: 30934140 DOI: 10.1111/jpn.13088] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/15/2019] [Accepted: 02/20/2019] [Indexed: 12/17/2022]
Abstract
The present study assessed effects of diets containing varying calcium-phosphorus (CaP) concentration and fermentable substrates on digestibility of diets, intestinal microbiota and immune system using 32 crossbred pigs (initial BW 54.7 kg). In a 2 × 2 factorial arrangement, pigs were fed either a corn-soybean meal (CSB) or corn-field pea (CFP) diet with either low [-] (4.4 g Ca/kg; 4.2 g total P/kg) or high [+] (8.3 g Ca/kg; 7.5 g total P/kg; supplemented with monocalcium phosphate) CaP content for a period of 9 weeks. In week 8, blood samples were taken, and at the end of the trial, all pigs were euthanized to collect digesta and mesenteric lymphoid tissue. Apparent total tract digestibility (ATTD) of P was greater (p < 0.05) for pigs fed the CaP+ and CFP diets than CaP- and CSB diets. The myo-inositol 1,2,3,4,5,6-hexakis (dihydrogen phosphate) (InsP6 ) concentration in jejunal digesta was higher (p < 0.05) for CaP+ than in CaP- fed pigs. In addition, caecal and faecal InsP5 isomer concentration were greater (p < 0.05) for CSB than CFP diets. In the caecum, gene copy numbers of saccharolytic bacteria, such as Eubacterium rectale and Roseburia spp., as well as SCFA concentration were higher (p < 0.05) for CaP+ than CaP- diets. In particular, innate immune cell numbers, such as natural killer cells, dendritic cells, monocytes and neutrophils, were greater (p < 0.05) for CaP+ than CaP- fed pigs. Diets high in CaP resulted in higher abundance of potential beneficial bacteria and might promote the first line of defence enhancing the activation of the cellular adaptive immune response, thereby possibly decreasing the risk for intestinal disturbances. These results strongly suggest that both, CaP supply and dietary ingredients differing in fermentability, may beneficially affect gut health through increase in SCFA-producing bacteria and/or bacteria with anti-inflammatory properties.
Collapse
Affiliation(s)
- Charlotte Maria Elisabeth Heyer
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany.,Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Sonja Schmucker
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Katharina Burbach
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Eva Weiss
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Meike Eklund
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Tobias Aumiller
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Filippo Capezzone
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Julia Steuber
- Institute of Microbiology, University of Hohenheim, Stuttgart, Germany
| | | | | | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Rainer Mosenthin
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Volker Stefanski
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| |
Collapse
|
34
|
Arce-Rodríguez A, Puente-Sánchez F, Avendaño R, Martínez-Cruz M, de Moor JM, Pieper DH, Chavarría M. Thermoplasmatales and sulfur-oxidizing bacteria dominate the microbial community at the surface water of a CO 2-rich hydrothermal spring located in Tenorio Volcano National Park, Costa Rica. Extremophiles 2019; 23:177-187. [PMID: 30600357 DOI: 10.1007/s00792-018-01072-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 12/11/2018] [Indexed: 10/27/2022]
Abstract
Here we report the chemical and microbial characterization of the surface water of a CO2-rich hydrothermal vent known in Costa Rica as Borbollones, located at Tenorio Volcano National Park. The Borbollones showed a temperature surrounding 60 °C, a pH of 2.4 and the gas released has a composition of ~ 97% CO2, ~ 0.07% H2S, ~ 2.3% N2 and ~ 0.12% CH4. Other chemical species such as sulfate and iron were found at high levels with respect to typical fresh water bodies. Analysis by 16S rRNA gene metabarcoding revealed that in Borbollones predominates an archaeon from the order Thermoplasmatales and one bacterium from the genus Sulfurimonas. Other sulfur- (genera Thiomonas, Acidithiobacillus, Sulfuriferula, and Sulfuricurvum) and iron-oxidizing bacteria (genera Sideroxydans, Gallionella, and Ferrovum) were identified. Our results show that CO2-influenced surface water of Borbollones contains microorganisms that are usually found in acid rock drainage environments or sulfur-rich hydrothermal vents. To our knowledge, this is the first microbiological characterization of a CO2-dominated hydrothermal spring from Central America and expands our understanding of those extreme ecosystems.
Collapse
Affiliation(s)
- Alejandro Arce-Rodríguez
- Institute of Microbiology, Technical University of Braunschweig, 38106, Brunswick, Germany.,Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany.,Molecular Bacteriology Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Fernando Puente-Sánchez
- Systems Biology Program, Centro Nacional de Biotecnología (CNB-CSIC), C/Darwin 3, 28049, Madrid, Spain
| | - Roberto Avendaño
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, 1174-1200, San José, Costa Rica
| | - María Martínez-Cruz
- Observatorio Vulcanológico y Sismológico de Costa Rica, Universidad Nacional (OVSICORI-UNA), 2386-3000, Heredia, Costa Rica
| | - J Maarten de Moor
- Observatorio Vulcanológico y Sismológico de Costa Rica, Universidad Nacional (OVSICORI-UNA), 2386-3000, Heredia, Costa Rica
| | - Dietmar H Pieper
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Max Chavarría
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, 1174-1200, San José, Costa Rica. .,Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, 11501-2060, San José, Costa Rica. .,Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, 11501-2060, San José, Costa Rica.
| |
Collapse
|
35
|
Voulgari-Kokota A, Grimmer G, Steffan-Dewenter I, Keller A. Bacterial community structure and succession in nests of two megachilid bee genera. FEMS Microbiol Ecol 2018; 95:5145846. [DOI: 10.1093/femsec/fiy218] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 10/26/2018] [Indexed: 01/07/2023] Open
Affiliation(s)
- Anna Voulgari-Kokota
- Department of Bioinformatics, University of Wuerzburg, Biocenter, Am Hubland, 97074 Würzburg, Germany
- Center for Computational and Theoretical Biology, University of Wuerzburg, Emil Fischer Straße, Hubland Nord, 97074 Würzburg, Germany
| | - Gudrun Grimmer
- Department of Animal Ecology and Tropical Biology, University of Wuerzburg, Biocenter, Am Hubland, 97074 Würzburg, Germany
| | - Ingolf Steffan-Dewenter
- Department of Animal Ecology and Tropical Biology, University of Wuerzburg, Biocenter, Am Hubland, 97074 Würzburg, Germany
| | - Alexander Keller
- Department of Bioinformatics, University of Wuerzburg, Biocenter, Am Hubland, 97074 Würzburg, Germany
- Center for Computational and Theoretical Biology, University of Wuerzburg, Emil Fischer Straße, Hubland Nord, 97074 Würzburg, Germany
| |
Collapse
|
36
|
Li X, Jensen BB, Højberg O, Noel SJ, Canibe N. Development of a species-specific TaqMan-MGB real-time PCR assay to quantify Olsenella scatoligenes in pigs offered a chicory root-based diet. AMB Express 2018; 8:99. [PMID: 29909539 PMCID: PMC6004268 DOI: 10.1186/s13568-018-0627-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2018] [Accepted: 06/02/2018] [Indexed: 01/01/2023] Open
Abstract
Olsenella scatoligenes is the only skatole-producing bacterium isolated from the pig gut. Skatole, produced from microbial degradation of l-tryptophan, is the main contributor to boar taint, an off-odor and off-flavor taint, released upon heating meat from some entire male pigs. An appropriate method for quantifying O. scatoligenes would help investigating the relationship between O. scatoligenes abundance and skatole concentration
in the pig gut. Thus, the present study aimed at developing a TaqMan-MGB probe-based, species-specific qPCR assay for rapid quantification of O. scatoligenes. The use of a MGB probe allowed discriminating O. scatoligenes from other closely related species. Moreover, the assay allowed quantifying down to three target gene copies per PCR reaction using genomic DNA-constructed standards, or 1.5 × 103 cells/g digesta, using O. scatoligenes-spiked digesta samples as reference standards. The developed assay was applied to assess the impact of dietary chicory roots on O. scatoligenes in the hindgut of pigs. Olsenella scatoligenes made up < 0.01% of the microbial population in the pig hindgut. Interestingly, the highest number of O. scatoligenes was found in young entire male pigs fed high levels of chicory roots. This indicates that the known effect of chicory roots for reducing skatole production is not by inhibiting the growth of this skatole-producing bacterium in the pig hindgut. Accordingly, the abundance of O. scatoligenes in the hindgut does not seem to be an appropriate indicator of boar taint. The present study is the first to describe a TaqMan-MGB probe qPCR assay for detection and quantification of O. scatoligenes in pigs.
Collapse
|
37
|
Burbach K, Strang EJP, Mosenthin R, Camarinha-Silva A, Seifert J. Porcine intestinal microbiota is shaped by diet composition based on rye or triticale. J Appl Microbiol 2017; 123:1571-1583. [PMID: 28960763 DOI: 10.1111/jam.13595] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 09/12/2017] [Accepted: 09/17/2017] [Indexed: 01/03/2023]
Abstract
AIMS The present study aimed to compare the microbiota composition from pigs fed different cereal grain types, either rye or triticale, as sole energy source. METHODS AND RESULTS Ileal digesta and faeces were sampled from eight pigs of each experiment. Illumina amplicon sequencing of the 16S rRNA gene was used to analyse the microbiota. Concentrations of short-chain fatty acids and ammonia were determined from faecal samples. The grain type revealed significant alterations in the overall microbiota structure. The rye-based diet was associated with an increased abundance of Lactobacillus in ileal digesta and Streptococcus in faeces and significantly higher concentrations of faecal short-chain fatty acids and ammonia compared to triticale. However, triticale significantly promoted the abundance of Streptococcus in ileal digesta and Clostridium sensu stricto in faeces. CONCLUSIONS Diets based on rye or triticale affect varying intestinal microbiota, both of taxonomical and metabolic structure, with rye indicating an enhanced saccharolytic potential and triticale a more cellulolytic potential. SIGNIFICANCE AND IMPACT OF THE STUDY Nutrient composition of rye and triticale are attractive for porcine nutrition. Both cereal grains show varying stimuli on the microbiota composition and microbial products of the ileum and faeces.
Collapse
Affiliation(s)
- K Burbach
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - E J P Strang
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - R Mosenthin
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - A Camarinha-Silva
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - J Seifert
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| |
Collapse
|
38
|
Tilocca B, Burbach K, Heyer CME, Hoelzle LE, Mosenthin R, Stefanski V, Camarinha-Silva A, Seifert J. Dietary changes in nutritional studies shape the structural and functional composition of the pigs' fecal microbiome-from days to weeks. MICROBIOME 2017; 5:144. [PMID: 29078812 PMCID: PMC5659009 DOI: 10.1186/s40168-017-0362-7] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 10/17/2017] [Indexed: 05/04/2023]
Abstract
BACKGROUND The possible impact of changes in diet composition on the intestinal microbiome is mostly studied after some days of adaptation to the diet of interest. The question arises if a few days are enough to reflect the microbial response to the diet by changing the community composition and function. The present study investigated the fecal microbiome of pigs during a time span of 4 weeks after a dietary change to obtain insights regarding the time required for adaptation. Four different diets were used differing in either protein source (field peas meal vs. soybean meal) or the concentration of calcium and phosphorus (CaP). RESULTS Twelve pigs were sampled at seven time points within 4 weeks after the dietary change. Fecal samples were used to sequence the 16S rRNA gene amplicons to analyse microbial proteins via LC-MS/MS and to determine the SCFA production. The analysis of OTU abundances and quantification values of proteins showed a significant separation of three periods of time (p = 0.001). Samples from the first day are used to define the 'zero period'; samples of weeks 1 and 2 are combined as 'metabolic period' and an 'equilibrium period was defined based on samples from weeks 3 and 4. Only in this last period, a separation according to the supplementation of CaP was significantly detectable (p = 0.001). No changes were found based on the corn-soybean meal or corn-field peas administration. The analysis of possible factors causing this significant separation showed only an overall change of bacterial members and functional properties. The metaproteomic approach yielded a total of about 9700 proteins, which were used to deduce possible metabolic functions of the bacterial community. CONCLUSIONS A gradual taxonomic and functional rearrangement of the bacterial community has been depicted after a change of diet composition. The adaptation lasts several weeks despite the usually assumed time span of several days. The obtained knowledge is of a great importance for the design of future nutritional studies. Moreover, considering the high similarities between the porcine and human gastrointestinal tract anatomy and physiology, the findings of the current study might imply in the design of human-related nutritional studies.
Collapse
Affiliation(s)
- Bruno Tilocca
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Katharina Burbach
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Charlotte M. E. Heyer
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
| | - Ludwig E. Hoelzle
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Rainer Mosenthin
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Volker Stefanski
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Amélia Camarinha-Silva
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, Emil-Wolff-Str. 6-10, 70593 Stuttgart, Germany
| |
Collapse
|
39
|
Eriksson P, Mourkas E, González-Acuna D, Olsen B, Ellström P. Evaluation and optimization of microbial DNA extraction from fecal samples of wild Antarctic bird species. Infect Ecol Epidemiol 2017; 7:1386536. [PMID: 29152162 PMCID: PMC5678435 DOI: 10.1080/20008686.2017.1386536] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 09/12/2017] [Indexed: 10/29/2022] Open
Abstract
Introduction: Advances in the development of nucleic acid-based methods have dramatically facilitated studies of host-microbial interactions. Fecal DNA analysis can provide information about the host's microbiota and gastrointestinal pathogen burden. Numerous studies have been conducted in mammals, yet birds are less well studied. Avian fecal DNA extraction has proved challenging, partly due to the mixture of fecal and urinary excretions and the deficiency of optimized protocols. This study presents an evaluation of the performance in avian fecal DNA extraction of six commercial kits from different bird species, focusing on penguins. Material and methods: Six DNA extraction kits were first tested according to the manufacturers' instructions using mallard feces. The kit giving the highest DNA yield was selected for further optimization and evaluation using Antarctic bird feces. Results: Penguin feces constitute a challenging sample type: most of the DNA extraction kits failed to yield acceptable amounts of DNA. The QIAamp cador Pathogen kit (Qiagen) performed the best in the initial investigation. Further optimization of the protocol resulted in good yields of high-quality DNA from seven bird species of different avian orders. Conclusion: This study presents an optimized approach to DNA extraction from challenging avian fecal samples.
Collapse
Affiliation(s)
- Per Eriksson
- Zoonosis Science Center, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Zoonosis Science Center, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Evangelos Mourkas
- Zoonosis Science Center, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK
| | | | - Björn Olsen
- Zoonosis Science Center, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Patrik Ellström
- Zoonosis Science Center, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Zoonosis Science Center, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| |
Collapse
|
40
|
Deusch S, Camarinha-Silva A, Conrad J, Beifuss U, Rodehutscord M, Seifert J. A Structural and Functional Elucidation of the Rumen Microbiome Influenced by Various Diets and Microenvironments. Front Microbiol 2017; 8:1605. [PMID: 28883813 PMCID: PMC5573736 DOI: 10.3389/fmicb.2017.01605] [Citation(s) in RCA: 139] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 08/07/2017] [Indexed: 12/11/2022] Open
Abstract
The structure and function of the microbiome inhabiting the rumen are, amongst other factors, mainly shaped by the animal's feed intake. Describing the influence of different diets on the inherent community arrangement and associated metabolic activities of the most active ruminal fractions (bacteria and archaea) is of great interest for animal nutrition, biotechnology, and climatology. Samples were obtained from three fistulated Jersey cows rotationally fed with corn silage, grass silage or grass hay, each supplemented with a concentrate mixture. Samples were fractionated into ruminal fluid, particle-associated rumen liquid, and solid matter. DNA, proteins and metabolites were analyzed subsequently. DNA extracts were used for Illumina sequencing of the 16S rRNA gene and the metabolomes of rumen fluids were determined by 500 MHz-NMR spectroscopy. Tryptic peptides derived from protein extracts were measured by LC-ESI-MS/MS and spectra were processed by a two-step database search for quantitative metaproteome characterization. Data are available via ProteomeXchange with the identifier PXD006070. Protein- and DNA-based datasets revealed significant differences between sample fractions and diets and affirmed similar trends concerning shifts in phylogenetic composition. Ribosomal genes and proteins belonging to the phylum of Proteobacteria, particularly Succinivibrionaceae, exhibited a higher abundance in corn silage-based samples while fiber-degraders of the Lachnospiraceae family emerged in great quantities throughout the solid phase fractions. The analysis of 8163 quantified bacterial proteins revealed the presence of 166 carbohydrate active enzymes in varying abundance. Cellulosome affiliated proteins were less expressed in the grass silage, glycoside hydrolases appeared in slightest numbers in the corn silage. Most expressed glycoside hydrolases belonged to families 57 and 2. Enzymes analogous to ABC transporters for amino acids and monosaccharides were more abundant in the corn silage whereas oligosaccharide transporters showed a higher abundance in the fiber-rich diets. Proteins involved in carbon metabolism were detected in high numbers and identification of metabolites like short-chain fatty acids, methylamines and phenylpropionate by NMR enabled linkage between producers and products. This study forms a solid basis to retrieve deeper insight into the complex network of microbial adaptation in the rumen.
Collapse
Affiliation(s)
- Simon Deusch
- Department of Feed-Gut Microbiota Interaction, Institute of Animal Science, University of HohenheimStuttgart, Germany
| | - Amélia Camarinha-Silva
- Department of Feed-Gut Microbiota Interaction, Institute of Animal Science, University of HohenheimStuttgart, Germany
| | - Jürgen Conrad
- Department of Bioorganic Chemistry, Institute of Chemistry, University of HohenheimStuttgart, Germany
| | - Uwe Beifuss
- Department of Bioorganic Chemistry, Institute of Chemistry, University of HohenheimStuttgart, Germany
| | - Markus Rodehutscord
- Department of Feed-Gut Microbiota Interaction, Institute of Animal Science, University of HohenheimStuttgart, Germany
| | - Jana Seifert
- Department of Feed-Gut Microbiota Interaction, Institute of Animal Science, University of HohenheimStuttgart, Germany
| |
Collapse
|
41
|
Heinritz SN, Weiss E, Seifert J, Mosenthin R, Kuß S, Degenhardt AG, Koch TJ. Effect of cellobiose supplementation on in vitro fermentation activity and bacterial numbers of porcine inocula. J Anim Physiol Anim Nutr (Berl) 2017; 102:474-482. [DOI: 10.1111/jpn.12770] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 05/21/2017] [Indexed: 11/29/2022]
Affiliation(s)
- S. N. Heinritz
- Institute of Animal Science; University of Hohenheim; Stuttgart Germany
| | - E. Weiss
- Institute of Animal Science; University of Hohenheim; Stuttgart Germany
| | - J. Seifert
- Institute of Animal Science; University of Hohenheim; Stuttgart Germany
| | - R. Mosenthin
- Institute of Animal Science; University of Hohenheim; Stuttgart Germany
| | - S. Kuß
- Innovation Center; Pfeifer & Langen GmbH & Co. KG; Elsdorf Germany
| | - A. G. Degenhardt
- Innovation Center; Pfeifer & Langen GmbH & Co. KG; Elsdorf Germany
| | - T. J. Koch
- Innovation Center; Pfeifer & Langen GmbH & Co. KG; Elsdorf Germany
| |
Collapse
|
42
|
High Doses of Halotolerant Gut-Indigenous Lactobacillus plantarum Reduce Cultivable Lactobacilli in Newborn Calves without Increasing Its Species Abundance. Int J Microbiol 2017; 2017:2439025. [PMID: 28596790 PMCID: PMC5449734 DOI: 10.1155/2017/2439025] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 04/06/2017] [Indexed: 12/22/2022] Open
Abstract
To elucidate the ecological effect of high oral doses of halotolerant (resistant to table salt) indigenous-gut bacteria on other commensals early in life, we conducted a culture-based study to quantify the effect of intestinal Lactobacillus plantarum strain of bovine origin (with remarkable aerobic growth capabilities and inhibitory activity against Escherichia coli O157:H7 and F5) on clinical health and gut lactobacilli/coliforms in newborn calves. In a double-blind placebo-randomized trial twelve colostrum-fed calves, consecutively born at a farm, were fed L. plantarum within 12 hours from birth at low (107-8 CFU/day) or high concentrations (1010-11) or placebo (q24 h, 5 d; 10 d follow-up). We developed a 2.5% NaCl-selective culture strategy to facilitate the enumeration of L. plantarum-strain-B80, and tested 384 samples (>1,152 cultures). L. plantarum-B80-like colonies were detected in a large proportion of calves (58%) even before their first 24 hours of life indicating endemic presence of the strain in the farm. In contrast to studies where human-derived Lactobacillus LGG or rhamnosus had notoriously high, but short-lived, colonization, we found that L. plantarum colonized stably with fecal shedding of 6 ± 1 log10·g−1 (irrespective of dose, P > 0.2). High doses significantly reduced other fecal lactic acid bacteria (e.g., lactobacilli, P < 0.01) and slightly reduced body weight gain in calves after treatment. For the first time, a halotolerant strain of L. plantarum with inhibitory activity against a human pathogen has the ability to inhibit other lactobacilli in vivo without changing its species abundance, causing transintestinal translocation, or inducing clinical disease. The future selection of probiotics based on halotolerance may expand therapeutic product applicability.
Collapse
|
43
|
Duarte M, Nielsen A, Camarinha-Silva A, Vilchez-Vargas R, Bruls T, Wos-Oxley ML, Jauregui R, Pieper DH. Functional soil metagenomics: elucidation of polycyclic aromatic hydrocarbon degradation potential following 12 years of in situ bioremediation. Environ Microbiol 2017; 19:2992-3011. [PMID: 28401633 DOI: 10.1111/1462-2920.13756] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Revised: 03/29/2017] [Accepted: 04/06/2017] [Indexed: 11/27/2022]
Abstract
A culture-independent function-based screening approach was used to assess the microbial aerobic catabolome for polycyclic aromatic hydrocarbons degradation of a soil subjected to 12 years of in situ bioremediation. A total of 422 750 fosmid clones were screened for key aromatic ring-cleavage activities using 2,3-dihydroxybiphenyl as substrate. Most of the genes encoding ring-cleavage enzymes on the 768 retrieved positive fosmids could not be identified using primer-based approaches and, thus, 205 fosmid inserts were sequenced. Nearly two hundred extradiol dioxygenase encoding genes of three different superfamilies could be identified. Additional key genes of aromatic metabolic pathways were identified, including a high abundance of Rieske non-heme iron oxygenases that provided detailed information on enzymes activating aromatic compounds and enzymes involved in activation of the side chain of methylsubstituted aromatics. The gained insights indicated a complex microbial network acting at the site under study, which comprises organisms similar to recently identified Immundisolibacter cernigliae TR3.2 and Rugosibacter aromaticivorans Ca6 and underlined the great potential of an approach that combines an activity-screening, a cost-effective high-throughput sequencing of fosmid clones and a phylogenomic-routed and manually curated database to carefully identify key proteins dedicated to aerobic degradation of aromatic compounds.
Collapse
Affiliation(s)
- Márcia Duarte
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany
| | - Agnes Nielsen
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany
| | - Amélia Camarinha-Silva
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany
| | - Ramiro Vilchez-Vargas
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany.,Department of Gastroenterology, Hepatology and Infectious Diseases, Otto-von-Guericke-University, Magdeburg, Germany
| | - Thomas Bruls
- Institut de Génomique, Genoscope, UMR8030 (CNRS, CEA, Université d'Evry), Evry, France
| | - Melissa L Wos-Oxley
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany
| | - Ruy Jauregui
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany.,AgResearch Grasslands, Tennent drive, Palmerston North, New Zealand
| | - Dietmar H Pieper
- Microbial Interactions and Processes Research Group, HZI - Helmholtz Centre for Infection Research, Inhoffenstr. 7, Braunschweig, D-38124, Germany
| |
Collapse
|
44
|
Host Genome Influence on Gut Microbial Composition and Microbial Prediction of Complex Traits in Pigs. Genetics 2017; 206:1637-1644. [PMID: 28468904 DOI: 10.1534/genetics.117.200782] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 04/27/2017] [Indexed: 01/07/2023] Open
Abstract
The aim of the present study was to analyze the interplay between gastrointestinal tract (GIT) microbiota, host genetics, and complex traits in pigs using extended quantitative-genetic methods. The study design consisted of 207 pigs that were housed and slaughtered under standardized conditions, and phenotyped for daily gain, feed intake, and feed conversion rate. The pigs were genotyped with a standard 60 K SNP chip. The GIT microbiota composition was analyzed by 16S rRNA gene amplicon sequencing technology. Eight from 49 investigated bacteria genera showed a significant narrow sense host heritability, ranging from 0.32 to 0.57. Microbial mixed linear models were applied to estimate the microbiota variance for each complex trait. The fraction of phenotypic variance explained by the microbial variance was 0.28, 0.21, and 0.16 for daily gain, feed conversion, and feed intake, respectively. The SNP data and the microbiota composition were used to predict the complex traits using genomic best linear unbiased prediction (G-BLUP) and microbial best linear unbiased prediction (M-BLUP) methods, respectively. The prediction accuracies of G-BLUP were 0.35, 0.23, and 0.20 for daily gain, feed conversion, and feed intake, respectively. The corresponding prediction accuracies of M-BLUP were 0.41, 0.33, and 0.33. Thus, in addition to SNP data, microbiota abundances are an informative source of complex trait predictions. Since the pig is a well-suited animal for modeling the human digestive tract, M-BLUP, in addition to G-BLUP, might be beneficial for predicting human predispositions to some diseases, and, consequently, for preventative and personalized medicine.
Collapse
|
45
|
Kaewtapee C, Burbach K, Tomforde G, Hartinger T, Camarinha-Silva A, Heinritz S, Seifert J, Wiltafsky M, Mosenthin R, Rosenfelder-Kuon P. Effect of Bacillus subtilis and Bacillus licheniformis supplementation in diets with low- and high-protein content on ileal crude protein and amino acid digestibility and intestinal microbiota composition of growing pigs. J Anim Sci Biotechnol 2017; 8:37. [PMID: 28469845 PMCID: PMC5410705 DOI: 10.1186/s40104-017-0168-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 04/08/2017] [Indexed: 12/31/2022] Open
Abstract
Background Bacillus spp. seem to be an alternative to antimicrobial growth promoters for improving animals’ health and performance. However, there is little information on the effect of Bacillus spp. in combination with different dietary crude protein (CP) levels on the ileal digestibility and microbiota composition. Therefore, the objective of this study was to determine the effect of Bacillus spp. supplementation to low- (LP) and high-protein diets (HP) on ileal CP and amino acid (AA) digestibility and intestinal microbiota composition. Methods Eight ileally cannulated pigs with an initial body weight of 28.5 kg were randomly allocated to a row-column design with 8 pigs and 3 periods of 16 d each. The assay diets were based on wheat-barley-soybean meal with two protein levels: LP (14% CP, as-fed) and HP diet (18% CP, as-fed). The LP and HP diets were supplemented with or without Bacillus spp. at a level of 0.04% (as-fed). The apparent ileal digestibility (AID) and standardized ileal digestibility (SID) of CP and AA was determined. Bacterial community composition from ileal digesta was analyzed by Illumina amplicon sequencing and quantitative real-time PCR. Data were analyzed as a 2 × 2 factorial design using the GLIMMIX procedures of SAS. Results The supplementation with Bacillus spp. did not affect both AID and SID of CP and AA in growing pigs. Moreover, there was no difference in AID of CP and AA between HP and LP diets, but SID of cystine, glutamic acid, glycine, and proline was lower (P < 0.05) in pigs fed the HP diets. The HP diets increased abundance of Bifidobacterium spp. and Lactobacillus spp., (P < 0.05) and by amplicon sequencing the latter was identified as predominant genus in microbiota from HP with Bacillus spp., whereas dietary supplementation of Bacillus spp. increased (P < 0.05) abundance of Roseburia spp.. Conclusions The HP diet increased abundance of Lactobacillus spp. and Bifidobacterium spp.. The supplementation of Bacillus spp. resulted in a higher abundance of healthy gut associated bacteria without affecting ileal CP and AA digestibility, whereas LP diet may reduce the flow of undigested protein to the large intestine of pigs.
Collapse
Affiliation(s)
- Chanwit Kaewtapee
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany.,Present address: Department of Animal Science, Faculty of Agriculture, Kasetsart University, 50 Ngam Wong Wan Rd, Chatuchak, Bangkok 10900 Thailand
| | - Katharina Burbach
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Georgina Tomforde
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Thomas Hartinger
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany.,Present address: University of Bonn, Institute of Animal Science, Endenicher Allee 15, 53115 Bonn, Germany
| | - Amélia Camarinha-Silva
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Sonja Heinritz
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Jana Seifert
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Markus Wiltafsky
- Evonik Nutrition & Care GmbH, Rodenbacher Chaussee 4, 63457 Hanau-Wolfgang, Germany
| | - Rainer Mosenthin
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| | - Pia Rosenfelder-Kuon
- University of Hohenheim, Institute of Animal Science, Emil-Wolff-Strasse 10, 70599 Stuttgart, Germany
| |
Collapse
|
46
|
Rintala A, Pietilä S, Munukka E, Eerola E, Pursiheimo JP, Laiho A, Pekkala S, Huovinen P. Gut Microbiota Analysis Results Are Highly Dependent on the 16S rRNA Gene Target Region, Whereas the Impact of DNA Extraction Is Minor. J Biomol Tech 2017; 28:19-30. [PMID: 28260999 DOI: 10.7171/jbt.17-2801-003] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Next-generation sequencing (NGS) is currently the method of choice for analyzing gut microbiota composition. As gut microbiota composition is a potential future target for clinical diagnostics, it is of utmost importance to enhance and optimize the NGS analysis procedures. Here, we have analyzed the impact of DNA extraction and selected 16S rDNA primers on the gut microbiota NGS results. Bacterial DNA from frozen stool specimens was extracted with 5 commercially available DNA extraction kits. Special attention was paid to the semiautomated DNA extraction methods that could expedite the analysis procedure, thus being especially suitable for clinical settings. The microbial composition was analyzed with 2 distinct protocols: 1 targeting the V3-V4 and the other targeting the V4-V5 area of the bacterial 16S rRNA gene. The overall effect of DNA extraction on the gut microbiota 16S rDNA profile was relatively small, whereas the 16S rRNA gene target region had an immense impact on the results. Furthermore, semiautomated DNA extraction methods clearly appeared suitable for NGS procedures, proposing that application of these methods could importantly reduce hands-on time and human errors without compromising the validity of results.
Collapse
Affiliation(s)
- Anniina Rintala
- Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland;; Department of Clinical Microbiology and Immunology, Turku University Hospital, Turku, Finland
| | | | - Eveliina Munukka
- Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland;; Department of Clinical Microbiology and Immunology, Turku University Hospital, Turku, Finland
| | - Erkki Eerola
- Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland;; Department of Clinical Microbiology and Immunology, Turku University Hospital, Turku, Finland
| | | | - Asta Laiho
- Turku Centre for Biotechnology, Turku, Finland
| | - Satu Pekkala
- Unit of Health Sciences, Faculty of Sports, University of Jyväskylä, Jyväskylä, Finland
| | - Pentti Huovinen
- Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| |
Collapse
|
47
|
Arce-Rodríguez A, Puente-Sánchez F, Avendaño R, Libby E, Rojas L, Cambronero JC, Pieper DH, Timmis KN, Chavarría M. Pristine but metal-rich Río Sucio (Dirty River) is dominated by Gallionella and other iron-sulfur oxidizing microbes. Extremophiles 2016; 21:235-243. [PMID: 27933457 DOI: 10.1007/s00792-016-0898-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 11/07/2016] [Indexed: 11/24/2022]
Abstract
Whether the extreme conditions of acidity and heavy metal pollution of streams and rivers originating in pyritic formations are caused primarily by mining activities or by natural activities of metal-oxidizing microbes living within the geological formations is a subject of considerable controversy. Most microbiological studies of such waters have so far focused on acid mine drainage sites, which are heavily human-impacted environments, so it has been problematic to eliminate the human factor in the question of the origin of the key metal compounds. We have studied the physico-chemistry and microbiology of the Río Sucio in the Braulio Carrillo National Park of Costa Rica, 22 km from its volcanic rock origin. Neither the remote origin, nor the length of the river to the sampling site, have experienced human activity and are thus pristine. The river water had a characteristic brownish-yellow color due to high iron-dominated minerals, was slightly acidic, and rich in chemolithoautotrophic iron- and sulfur-oxidizing bacteria, dominated by Gallionella spp. Río Sucio is thus a natural acid-rock drainage system whose metal-containing components are derived primarily from microbial activities.
Collapse
Affiliation(s)
- Alejandro Arce-Rodríguez
- Institute of Microbiology, Technical University of Braunschweig, 38106, Brunswick, Germany
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Fernando Puente-Sánchez
- Department of Molecular Evolution, Centro de Astrobiología (INTA-CSIC), Carretera de Ajalvir Km 4, Torrejón de Ardoz, 28850, Madrid, Spain
| | - Roberto Avendaño
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, San José, 1174-1200, Costa Rica
| | - Eduardo Libby
- Escuela de Química & Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San José, 11501-2060, Costa Rica
| | - Leonardo Rojas
- Escuela de Química & Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San José, 11501-2060, Costa Rica
| | - Juan Carlos Cambronero
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
- Centro de Investigación en Biología Celular y Molecular (CIBCM), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Dietmar H Pieper
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, 38124, Brunswick, Germany
| | - Kenneth N Timmis
- Institute of Microbiology, Technical University of Braunschweig, 38106, Brunswick, Germany
| | - Max Chavarría
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, San José, 1174-1200, Costa Rica.
- Escuela de Química & Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San José, 11501-2060, Costa Rica.
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica.
| |
Collapse
|
48
|
Bik EM. The Hoops, Hopes, and Hypes of Human Microbiome Research. THE YALE JOURNAL OF BIOLOGY AND MEDICINE 2016; 89:363-373. [PMID: 27698620 PMCID: PMC5045145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Recent developments in sequencing methods and bioinformatics analysis tools have greatly enabled the culture-independent analysis of complex microbial communities associated with environmental samples, plants, and animals. This has led to a spectacular increase in the number of studies on both membership and functionalities of these hitherto invisible worlds, in particular those of the human microbiome. The wide variety in available microbiome tools and platforms can be overwhelming, and making sound conclusions from scientific research can be challenging. Here, I will review 1) the methodological and analytic hoops a good microbiome study has to jump through, including DNA extraction and choice of bioinformatics tools, 2) the hopes this field has generated for diseases such as autism and inflammatory bowel diseases, and 3) some of the hypes that it has created, e.g., by confusing correlation and causation, and the recent pseudoscientific commercialization of microbiome research.
Collapse
Affiliation(s)
- Elisabeth M Bik
- Department of Medicine, Division of Infectious Diseases & Geographic Medicine, Stanford University
| |
Collapse
|
49
|
De Vrieze J, Regueiro L, Props R, Vilchez-Vargas R, Jáuregui R, Pieper DH, Lema JM, Carballa M. Presence does not imply activity: DNA and RNA patterns differ in response to salt perturbation in anaerobic digestion. BIOTECHNOLOGY FOR BIOFUELS 2016; 9:244. [PMID: 27843490 PMCID: PMC5103597 DOI: 10.1186/s13068-016-0652-5] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 10/20/2016] [Indexed: 05/11/2023]
Abstract
BACKGROUND The microbial community in anaerobic digestion is mainly monitored by means of DNA-based methods. This may lead to incorrect interpretation of the community parameters, because microbial abundance does not necessarily reflect activity. In this research, the difference between microbial community response on DNA (total community) and RNA (active community) based on the 16S rRNA (gene) with respect to salt concentration and response time was evaluated. RESULTS The application of higher NaCl concentrations resulted in a decrease in methane production. A stronger and faster response to salt concentration was observed on RNA level. This was reflected in terms of microbial community composition and organization, as richness, evenness, and overall diversity were differentially impacted. A higher divergence of community structure was observed on RNA level as well, indicating that total community composition depends on deterministic processes, while the active community is determined by stochastic processes. Methanosaeta was identified as the most abundant methanogen on DNA level, but its relative abundance decreased on RNA level, related to salt perturbation. CONCLUSIONS This research demonstrated the need for RNA-based community screening to obtain reliable information on actual community parameters and to identify key species that determine process stability.
Collapse
Affiliation(s)
- Jo De Vrieze
- Center for Microbial Ecology and Technology (CMET), Ghent University, Coupure Links 653, B-9000 Ghent, Belgium
- Department of Chemical Engineering, School of Engineering, University of Santiago de Compostela, Rúa Lope Gomez de Marzoa s/n, E-15782 Santiago de Compostela, Spain
| | - Leticia Regueiro
- Department of Chemical Engineering, School of Engineering, University of Santiago de Compostela, Rúa Lope Gomez de Marzoa s/n, E-15782 Santiago de Compostela, Spain
| | - Ruben Props
- Center for Microbial Ecology and Technology (CMET), Ghent University, Coupure Links 653, B-9000 Ghent, Belgium
| | - Ramiro Vilchez-Vargas
- Center for Microbial Ecology and Technology (CMET), Ghent University, Coupure Links 653, B-9000 Ghent, Belgium
| | - Ruy Jáuregui
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany
- AgResearch, Tennent Drive, Palmerston North, 4442 New Zealand
| | - Dietmar H. Pieper
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany
| | - Juan M. Lema
- Department of Chemical Engineering, School of Engineering, University of Santiago de Compostela, Rúa Lope Gomez de Marzoa s/n, E-15782 Santiago de Compostela, Spain
| | - Marta Carballa
- Department of Chemical Engineering, School of Engineering, University of Santiago de Compostela, Rúa Lope Gomez de Marzoa s/n, E-15782 Santiago de Compostela, Spain
| |
Collapse
|
50
|
Burbach K, Seifert J, Pieper DH, Camarinha-Silva A. Evaluation of DNA extraction kits and phylogenetic diversity of the porcine gastrointestinal tract based on Illumina sequencing of two hypervariable regions. Microbiologyopen 2015; 5:70-82. [PMID: 26541370 PMCID: PMC4767427 DOI: 10.1002/mbo3.312] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 10/01/2015] [Accepted: 10/08/2015] [Indexed: 12/16/2022] Open
Abstract
A robust DNA extraction method is important to identify the majority of microorganisms present in environmental microbial communities and to enable a consistent comparison between different studies. Here, 15 manual and four automated commercial DNA extraction kits were evaluated for their efficiency to extract DNA from porcine feces and ileal digesta samples. DNA yield, integrity, and purity varied among the different methods. Terminal restriction fragment length polymorphism (T‐RFLP) and Illumina amplicon sequencing were used to characterize the diversity and composition of the microbial communities. We also compared phylogenetic profiles of two regions of the 16S rRNA gene, one of the most used region (V1–2) and the V5–6 region. A high correlation between community structures obtained by analyzing both regions was observed at genus and family level for ileum digesta and feces. Based on our findings, we want to recommend the FastDNA™SPIN Kit for Soil (MP Biomedical) as a suitable kit for the analyses of porcine gastrointestinal tract samples.
Collapse
Affiliation(s)
- Katharina Burbach
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Jana Seifert
- Institute of Animal Science, University of Hohenheim, Stuttgart, Germany
| | - Dietmar H Pieper
- Microbial Interactions and Processes Research Group, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | | |
Collapse
|